ARTICLE IN PRESS. Neuroscience Letters xxx (2014) xxx xxx. Contents lists available at ScienceDirect. Neuroscience Letters

Size: px
Start display at page:

Download "ARTICLE IN PRESS. Neuroscience Letters xxx (2014) xxx xxx. Contents lists available at ScienceDirect. Neuroscience Letters"

Transcription

1 NSL Neuroscience Letters xxx (204) xxx xxx Contents lists available at ScienceDirect Neuroscience Letters jo ur nal ho me page: Q 5 6 Earlier timbre processing of instrumental tones compared to equally complex spectrally rotated sounds as revealed by the mismatch negativity Corinna A. Christmann a,, Thomas Lachmann a, Stefan Berti b a Center for Cognitive Science, Cognitive and Developmental Psychology Unit, University of Kaiserslautern, Kaiserslautern, Germany b Department of Clinical Psychology and Neuropsychology, Institute for Psychology, Johannes Gutenberg-University Mainz, Mainz, Germany h i g h l i g h t s We tested whether harmonically rich sounds have sensory processing benefits. Equally complex natural sounds and spectrally rotated sounds were applied. The mismatch negativity was measured in a passive oddball paradigm. MMN peak latency was shorter in natural compared to the spectrally rotated sounds. Our results suggest that processing benefits are not an effect of sound complexity a r t i c l e i n f o Article history: Received 9 May 204 Received in revised form 9 August 204 Accepted 20 August 204 Available online xxx Keywords: Event related brain potentials (ERP) Mismatch negativity (MMN) Auditory processing Stimulus complexity Musical sounds Spectrally rotated sounds a b s t r a c t Harmonically rich sounds have been shown to be processed more efficiently by the human brain compared to single sinusoidal tones. To control for stimulus complexity as a potentially confounding factor, tones and equally complex spectrally rotated sounds, have been used in the present study to investigate the role of the overtone series in sensory auditory processing in non-musicians. Timbre differences in instrumental tones with equal pitch elicited a MMN which was earlier compared to that elicited by the spectrally rotated sounds, indicating that harmonically rich tones are processed faster compared to non-musical sounds without an overtone series, even when pitch is not the relevant information. 204 Published by Elsevier Ireland Ltd Introduction Prior research demonstrated that harmonically rich sounds like vowels and tones are processed more efficiently (e.g. faster discrimination of sound) on the sensory level by the human brain compared to single sinusoidal tones [ 3]. These findings were explained in terms of pitch facilitation [4], meaning that the harmonic overtone series supports pitch perception. Moreover, improved discrimination has also been reported in a study manipulating the duration of the stimuli, for which pitch information is not relevant []. Corresponding author at: Center for Cognitive Science, Cognitive and Developmental Psychology Unit, University of Kaiserslautern, Postfach 3049, Kaiserslautern, Germany. Tel.: ; fax: address: cchristm@rhrk.uni-kl.de (C.A. Christmann). Single sinusoidal tones are composed of a single frequency and thus do not contain harmonics of the fundamental frequency and are therefore physically less complex compared to harmonically rich sounds. Therefore, it is hard to decide whether enhanced processing of complex sounds is a result of the harmonic structure, or solely of higher stimulus complexity. For instance, Berti [5] demonstrated that complex sounds may trigger different routes of sensory processing compared to sinusoidal tones. This might be due to the broader activation of neurons in the auditory sensory cortices by complex stimuli compared to sinusoidal stimuli. In addition, it has been shown that instrumental tones are processed by a different cortical area compared to chords [6] (see [7] for a recent review), indicating that stimulus complexity might influence the processing of musical sounds. To address this question more directly, the present study tested whether musical sounds (tones) possess processing advantages compared to non-musical / 204 Published by Elsevier Ireland Ltd. spectrally rotated sounds as revealed by the mismatch negativity, Neurosci. Lett. (204),

2 NSL C.A. Christmann et al. / Neuroscience Letters xxx (204) xxx xxx sounds without harmonic overtone series, when stimulus complexity is controlled. One objective and reliable correlate of automatic sensory processing is the so-called mismatch negativity (MNN) of the human event related potential (ERP) [8,9]. Within a classical oddball paradigm, the ERP of a frequently presented standard stimulus is subtracted from the ERP of an infrequently presented deviant stimulus. The resulting difference curve shows a negative peak between 50 and 250 ms, known as the MMN. In early studies applying the MMN, pure sinusoidal tones were applied [8,0,] but it has been shown that the MMN can also be elicited with stimuli of higher complexity like noise bursts, harmonic tones, chords, and speech stimuli like vowels, syllables and words [2]. Moreover, the MMN is also sensitive for differences in timbre [3 5] and, therefore, is very suitable for the investigation of the sensory processing of musical stimuli. To test for processing differences, we applied an auditory oddball paradigm with two types of complex stimuli serving either as standard and deviant stimuli. As mentioned above, if the proposed effective processing of musical sounds is due to pitch facilitation, the MMN elicited by harmonically rich sounds should differ from equally complex sounds lacking the harmonic structure. In order to create non-musical sounds with the same complexity as the tones, we chose a procedure that was originally introduced for speech research: spectral rotation [6 8]. If the middle frequency is chosen carefully, this means that the middle frequency must not be a harmonic of the original tone; the overtone series of the tone will be eliminated completely by this procedure. Therefore, the resulting spectrally rotated sound is perceived as noise-like. To the best of our knowledge, this is the first time that spectral rotation was applied to musical stimuli in auditory research. 2. Material and methods Fourteen right-handed students of the Johannes Gutenberg- University Mainz, Germany, participated in the study. All participants were native speakers of German and reported normal hearing. Moreover, in accordance with the Declaration of Helsinki all participants gave written consent after the nature of the experiment was explained to them. The data sets of three participants were excluded for the reason of a bad signal to noise ratio in the EEG data due to a high number of artifacts. The remaining eleven participants had an age range of 8 30 years (5 male). Four of them never learned to play an instrument; the others never played an instrument at a professional level. Two different natural tones were used, one generated by a saxophone, the other one by a clarinet. The pitch was at 85 Hz (F#) for both, so the two tones differed only with respect to timbre; both sounds had a duration of 45 ms. To create non-harmonic stimuli with the same complexity as the natural tones, we produced one spectrally rotated counterpart for each tone, using a MATLAB (Version: R20a, Mathworks, Ismaning, Germany) script for stimulus processing provided by Scott and colleagues [20]. Comparable to prior research, 2000 Hz was chosen as center frequency for the rotation, this means that all frequencies are mirrored at this frequency. In order to maintain the perceived naturalness of the tones, which could be affected by the usage of the low pass filter (for more details see [6,7,2]), we modified the procedure to create spectrally rotated stimuli with a complete spectrum. This was achieved by adding all frequencies above 4000 Hz of the tone to the spectrally rotated stimulus with Audition (Version: CS5.5, Adobe, Munich, Germany). As a result the lower part, below 4000 Hz, was modified by the inversion, whereas the upper frequencies were not affected Fig.. Spectrograms of the two tones (above) and the two spectrally rotated tones (below). The sounds based on the clarinet are on the left side, those based on the saxophone on the right side. Frequencies above 4000 Hz were not affected by the spectral rotation. Below 4000 Hz, all frequencies were mirrored around 2000 Hz. (The black line is only included for display purposes and marks 4000 Hz.) spectrally rotated sounds as revealed by the mismatch negativity, Neurosci. Lett. (204),

3 NSL C.A. Christmann et al. / Neuroscience Letters xxx (204) xxx xxx 3 A F3 Fz F voltage [µv] MMN Cz time [ms] RM Pz LM Clarinet Spectrally rotated clarinet MMN B F3 Fz F RM Cz Pz LM Saxophone Spectrally rotated saxophone Fig. 2. Difference curves for natural tones and spectrally rotated sounds at all positions of electrode. Positive values are plotted upwards. In both conditions (natural tones and spectral rotated sounds) deviant stimuli elicited a MMN; in addition, polarity is reversed at the mastoids due to nose reference. (A) Difference waves for the clarinet and (B) difference waves for the saxophone (see Fig. ). The resulting stimuli show exactly the same range of frequencies and complexity as the unfiltered tones (see also [7,22]). The overtone series is eliminated by the rotation as the fundamental frequency is changed, therefore, the spectrally rotated sounds are perceived as noise-like. After the EEG session, each participant completed a questionnaire, in which he/she was asked to identify all kinds of stimuli they heard during the session. All participants identified the musical stimuli as tones and the spectrally rotated tones as some kind of noise. A classical oddball paradigm with a stimulus-onset asynchrony (SOA) of 500 ms was applied. All stimuli were presented via an external soundcard (UGM96, ESI Audiotechnik GmbH, Leonberg, Germany) binaurally via a closed headphone (Beyerdynamic DT 770) with a sound pressure level (SPL) of 60 db(a). The SPL was measured with an artificial head (HSM III.0, HEAD acoustics, Aachen, Germany). Presentation (version 4.5, Neurobehavioral Systems, Albany, California) was used to control the experimental protocol. All sessions took place in an acoustically attenuated and electrically shielded chamber. There were separate blocks for the natural tones (clarinet and saxophone) and the spectrally rotated sounds. Additionally, every stimulus was presented as standard in one block and as deviant in another. In total, four blocks were presented to each participant. The sequence of the blocks was mixed for each subject. Each block contained 050 standard stimuli (p = 84%) and 200 deviant stimuli (p = 6%). The electroencephalogram (EEG) was recorded continuously with a SynAmps amplifier (Neuroscan, Sterling, Virginia); electrode impedance was kept under 5 kohm. Seven Ag/AgCl electrodes were attached according to the 0 20-system at the following positions: F3, Fz, F4, Cz, Pz and additionally upon the left and right mastoid (LM and RM). The reference electrode was placed on the tip of the nose. Moreover, the vertical and horizontal electrooculogram (EOG) were recorded to control for eye movements. The EEG was recorded with a sampling rate of 500 Hz; an online Hz bandpass and an additional 50 Hz notch filter were applied. All EEG analyses were performed with the MATLAB toolbox ERPLAB [23], which is integrated in the EEGLAB toolbox [24]. First, an offline band-pass filter ranging from to 30 Hz was used. The ERPs were computed separately for each standard and deviant. The time window ranged from 200 ms before to 500 ms after stimulus onset. The first 200 ms served as baseline for the averaged signal. The first 0 standards of each block were excluded from ERP spectrally rotated sounds as revealed by the mismatch negativity, Neurosci. Lett. (204),

4 NSL C.A. Christmann et al. / Neuroscience Letters xxx (204) xxx xxx Table Mean peak latency and standard error of the mean (SE) for each instrument (clarinet vs. saxophone), stimulus type (tone vs. rotated tone) and position of electrode. Position of electrode F3 Fz F4 Cz Pz LM RM Clarinet Tone Mean SE Rotated sound Mean SE Saxophone Tone Mean SE Rotated sound Mean SE computation. In addition, all EEG epochs containing artifacts (i.e., eye movement or blinks) were also excluded from further analysis. In detail, epochs in which the absolute (peak-to-peak) voltage change in the EOG within a 200 ms sliding time window exceeded 75 V were not included in ERP averaging. Each individual ERP was based on at least 20 trials. The difference curve for each stimulus type (clarinet, saxophone, spectrally rotated clarinet, spectrally rotated saxophone) was formed by subtracting the ERP of the standard from the ERP of the deviant. The latency of the local amplitude peak of each difference curve was established within a time window between 00 and 300 ms for each electrode individually. The size of the MMN was calculated as the area under the difference curve within a time window of 50 ms around the peak latency [25]. 3. Results We conducted two repeated measure analyses of variance (ANOVA), one based on the area of MMN, the other one based on the latency of the local amplitude peak. Three within subject factors were included: Stimulus Type (natural tone vs. spectrally rotated sounds), Type of Instrument (clarinet vs. saxophone), and Position of Electrode (F3, Fz, F4, Cz, Pz, LM, RM). Greenhouse Geisser correction was applied whenever the numerator degrees of freedom were two or more; uncorrected degrees of freedom and corrected p- values are reported. The ANOVA based on the area of MMN revealed a main effect Position of Electrode, F(6, 60) = 33.47, p <.0, 2 p =.77, with decreasing size from frontal to central and the mastoids. There were no other significant main effects or interactions. Fig. 2 depicts the difference waveforms for each Stimulus Type, Position of Electrode and Type of Instrument (see Fig. 2(A) for the clarinet and (B) for the saxophone). The MMN was significant from zero at all relevant electrodes (all ts(0) 3.82, ps <.0). In contrast to the area of the MMN, the ANOVA based on the peak latency revealed a main effect of Stimulus Type (see also Fig. 2), F(, 0) = 30., p <.0, 2 p =.67. The MMN elicited by the tones was earlier compared to the spectrally rotated tones, t(0) = 3.90, p <.0, d =.7 for the clarinet, t(0) = 2.20, p =.05, d = 0.67 for the saxophone. All remaining main effects and interactions did not reach significance. Mean latencies and standard errors of the mean for each Type of Stimulus and Instrument and Position of Electrode are depicted in Table. sounds. Morphologically similar MMN responses were elicited in both stimulus conditions. Therefore, stimulus complexity cannot explain the latency of MMN, which, however, differed between the two types of stimuli, suggesting more efficient processing of the stimuli preserving the whole overtone series [4]. Importantly, the results of the present study are in line with the findings reported by Čeponiené and colleagues []: Differences in duration were processed more efficiently in harmonically rich tones compared to single sinusoidal tones. Our findings together with the studies by Čeponiené and colleagues [] and Tervaniemi and colleagues [2,3] support the assumption that sensory processing benefits from the internal structure of complex sounds (e.g. harmonic structure). In addition, our study suggests that stimulus complexity is capable of enhancing processing of auditory stimuli in a more general fashion (see also [5]), e.g. by recruiting additional neurons on the level of the auditory sensory system. The main purpose of the present study was to manipulate one sensory stimulus feature while maintaining stimulus complexity. We did this by means of spectral rotation, a procedure originally developed to transform speech to non-speech stimuli of similar complexity [6]. This shows that this approach is not limited to speech research. While in prior research the effect of complexity was measured by comparing complex vs. less complex sounds, our procedure allowed to modify the structure within a complex stimulus. The present study demonstrates that differences in the configuration of complex stimuli can influence their processing on the sensory level. As mentioned above this facilitation effect is not restricted to pitch perception. 5. Conclusions The present results support the idea of a general processing benefit for complex sounds and demonstrates that harmonically rich tones are processed more efficiently (i.e., with regard to the present study faster) compared to non-musical sounds without an overtone series. Moreover, the present study showed that the procedure of spectral rotation can also be applied in the context of musical notes. Uncited reference Q2 [9] Discussion Harmonically rich sounds have been shown to be processed more efficiently by the human brain compared to single sinusoidal tones [ 3], as the overtone series seems to facilitate pitch detection [4]. To control for stimulus complexity as a potentially confounding factor with regard to the harmonic structure, we applied natural tones and equally complex spectrally rotated References [] R. Čeponiené, K. Yaguchi, A. Shestakova, P. Alku, K. Suominen, et al., Sound complexity and speechness effects on pre-attentive auditory discrimination in children, Int. J. Psychophysiol. 43 (3) (2002) Q3 [2] M. Tervaniemi, T. Ilvonen, J. Sinkkonen, A. Kujala, K. Alho, et al., Harmonic partials facilitate pitch discrimination in humans: electrophysiological and behavioral evidence, Neurosci. Lett. 279 () (2000) spectrally rotated sounds as revealed by the mismatch negativity, Neurosci. Lett. (204),

5 NSL C.A. Christmann et al. / Neuroscience Letters xxx (204) xxx xxx [3] M. Tervaniemi, E. Schröger, M. Saher, R. Näätänen, Effects of spectral complexity and sound duration on automatic complex-sound pitch processing in humans a mismatch negativity study, Neurosci. Lett. 290 () (2000) [4] M. Tervaniemi, Musical sound processing: EEG and MEG evidence, in: I. Peretz, R.J. Zatorre (Eds.), The Cognitive Neuroscience of Music, Oxford University Press, Oxford, 2003, pp [5] S. Berti, Automatic processing of rare versus novel auditory stimuli reveal different mechanisms of auditory change detection, Neuroreport (202) [6] K. Alho, M. Tervaniemi, M. Huotilainen, J. Lavikainen, H. Tittinen, et al., Processing of complex sounds in the human auditory cortex as revealed by magnetic brain responses, Psychophysiology 33 (4) (996) [7] S. Koelsch, Towards a neural basis of music perception a review and updated model, Front. Psychol. 2 (20) 0. [8] R. Näätänen, A.W.K. Gaillard, S. Mäntysalo, Early selective-attention effect on evoked potential reinterpreted, Acta Psychol. 42 (978) [9] R. Näätänen, Mismatch negativity (MMN) as an index of central auditory system plasticity, Int. J. Audiol. 47 (s2) (2008) [0] R. Näätänen, Orienting and evoked potentials, in: H.D. Kimmel, E.H. van Olst, J.F. Orlebeke (Eds.), The Orienting Reflex in Humans, Erlbaum, New Jersey, 979, pp [] R. Näätänen, P.T. Michie, Early selective attention effects on the evoked potential. A critical review and reinterpretation, Biol. Psychol. 8 (979) [2] R. Näätänen, P. Paavilainen, T. Rinne, K. Alho, The mismatch negativity (MMN) in basic research of central auditory processing: a review, Clin. Neurophysiol. 8 (2) (2007) [3] K.N. Goydke, E. Altenmüller, J. Möller, T.F. Münte, Changes in emotional tone and instrumental timbre are reflected by the mismatch negativity, Cogn. Brain Res. 2 (3) (2004) [4] M. Tervaniemi, I. Winkler, R. Näätänen, Pre-attentive categorization of sounds by timbre as revealed by event-related potentials, Neuroreport 8 (997) [5] P. Toiviainen, M. Tervaniemi, J. Louhivuori, M. Saher, M. Huotilainen, et al., Timbre similarity: convergence of neural, behavioral, and computational approaches, Music Percept. 6 (998) [6] B. Blesser, Speech perception under conditions of spectral transformation: I. Phonetic characteristics, J. Speech Hear. Res. 5 (972) 5 4. [7] C.A. Christmann, S. Berti, C. Steinbrink, T. Lachmann, Differences in sensory processing of German vowels and physically matched non-speech sounds as revealed by the mismatch negativity (MMN) of the human event-related brain potential (ERP), Brain Lang. 36 (204) 8 8. [8] S.K. Scott, R.J.S. Wise, The functional neuroanatomy of prelexical processing in speech perception, Cognition 92 (-2) (2004) [9] S. Koelsch, E. Schröger, M. Tervaniemi, Superior pre-attentive auditory processing in musicians, Neuroreport 0 (6) (999) [20] S.K. Scott, C. Blank, S. Rosen, R.J.S. Wise, Identification of a pathway for intelligible speech in the left temporal lobe, Brain 23 (2) (2000) [2] B.C.J. Moore, C.-T. Tan, Perceived naturalness of spectrally distorted speech and music, J. Acoust. Soc. Am. 4 () (2003) [22] C.A. Christmann, T. Lachmann, C. Steinbrink, Evidence for a general auditory processing deficit in developmental dyslexia from a discrimination paradigm using speech vs. non-speech sounds matched in complexity, 204 (submitted for publication). [23] J. Lopez-Calderon, S.J. Luck, ERPLAB: an open-source toolbox for the analysis of event-related potentials, Front. Hum. Neurosci. 8 (23) (204). [24] A. Delorme, S. Makeig, EEGLAB: an open source toolbox for analysis of singletrial EEG dynamics including independent component analysis, J. Neurosci. Methods 34 () (2004) 9 2. [25] M. Beauchemin, L. de Beaumont, Statistical analysis of the mismatch negativity: to a dilemma, an answer, Tutor. Quant. Methods Psychol. () (2005) spectrally rotated sounds as revealed by the mismatch negativity, Neurosci. Lett. (204),

I. INTRODUCTION. Electronic mail:

I. INTRODUCTION. Electronic mail: Neural activity associated with distinguishing concurrent auditory objects Claude Alain, a) Benjamin M. Schuler, and Kelly L. McDonald Rotman Research Institute, Baycrest Centre for Geriatric Care, 3560

More information

Abnormal Electrical Brain Responses to Pitch in Congenital Amusia Isabelle Peretz, PhD, 1 Elvira Brattico, MA, 2 and Mari Tervaniemi, PhD 2

Abnormal Electrical Brain Responses to Pitch in Congenital Amusia Isabelle Peretz, PhD, 1 Elvira Brattico, MA, 2 and Mari Tervaniemi, PhD 2 Abnormal Electrical Brain Responses to Pitch in Congenital Amusia Isabelle Peretz, PhD, 1 Elvira Brattico, MA, 2 and Mari Tervaniemi, PhD 2 Congenital amusia is a lifelong disability that prevents afflicted

More information

Neuroscience Letters

Neuroscience Letters Neuroscience Letters 469 (2010) 370 374 Contents lists available at ScienceDirect Neuroscience Letters journal homepage: www.elsevier.com/locate/neulet The influence on cognitive processing from the switches

More information

Pre-Processing of ERP Data. Peter J. Molfese, Ph.D. Yale University

Pre-Processing of ERP Data. Peter J. Molfese, Ph.D. Yale University Pre-Processing of ERP Data Peter J. Molfese, Ph.D. Yale University Before Statistical Analyses, Pre-Process the ERP data Planning Analyses Waveform Tools Types of Tools Filter Segmentation Visual Review

More information

I like my coffee with cream and sugar. I like my coffee with cream and socks. I shaved off my mustache and beard. I shaved off my mustache and BEARD

I like my coffee with cream and sugar. I like my coffee with cream and socks. I shaved off my mustache and beard. I shaved off my mustache and BEARD I like my coffee with cream and sugar. I like my coffee with cream and socks I shaved off my mustache and beard. I shaved off my mustache and BEARD All turtles have four legs All turtles have four leg

More information

DATA! NOW WHAT? Preparing your ERP data for analysis

DATA! NOW WHAT? Preparing your ERP data for analysis DATA! NOW WHAT? Preparing your ERP data for analysis Dennis L. Molfese, Ph.D. Caitlin M. Hudac, B.A. Developmental Brain Lab University of Nebraska-Lincoln 1 Agenda Pre-processing Preparing for analysis

More information

Effects of Musical Training on Key and Harmony Perception

Effects of Musical Training on Key and Harmony Perception THE NEUROSCIENCES AND MUSIC III DISORDERS AND PLASTICITY Effects of Musical Training on Key and Harmony Perception Kathleen A. Corrigall a and Laurel J. Trainor a,b a Department of Psychology, Neuroscience,

More information

Effects of musical expertise on the early right anterior negativity: An event-related brain potential study

Effects of musical expertise on the early right anterior negativity: An event-related brain potential study Psychophysiology, 39 ~2002!, 657 663. Cambridge University Press. Printed in the USA. Copyright 2002 Society for Psychophysiological Research DOI: 10.1017.S0048577202010508 Effects of musical expertise

More information

Distortion and Western music chord processing. Virtala, Paula.

Distortion and Western music chord processing. Virtala, Paula. https://helda.helsinki.fi Distortion and Western music chord processing Virtala, Paula 2018 Virtala, P, Huotilainen, M, Lilja, E, Ojala, J & Tervaniemi, M 2018, ' Distortion and Western music chord processing

More information

Simultaneous pitches are encoded separately in auditory cortex: an MMNm study

Simultaneous pitches are encoded separately in auditory cortex: an MMNm study COGNITIVE NEUROSCIENCE AND NEUROPSYCHOLOGY Simultaneous pitches are encoded separately in auditory cortex: an MMNm study Takako Fujioka a,laurelj.trainor a,b,c andbernhardross a a Rotman Research Institute,

More information

Untangling syntactic and sensory processing: An ERP study of music perception

Untangling syntactic and sensory processing: An ERP study of music perception Manuscript accepted for publication in Psychophysiology Untangling syntactic and sensory processing: An ERP study of music perception Stefan Koelsch, Sebastian Jentschke, Daniela Sammler, & Daniel Mietchen

More information

Event-Related Brain Potentials (ERPs) Elicited by Novel Stimuli during Sentence Processing

Event-Related Brain Potentials (ERPs) Elicited by Novel Stimuli during Sentence Processing Event-Related Brain Potentials (ERPs) Elicited by Novel Stimuli during Sentence Processing MARTA KUTAS AND STEVEN A. HILLYARD Department of Neurosciences School of Medicine University of California at

More information

Beat Processing Is Pre-Attentive for Metrically Simple Rhythms with Clear Accents: An ERP Study

Beat Processing Is Pre-Attentive for Metrically Simple Rhythms with Clear Accents: An ERP Study Beat Processing Is Pre-Attentive for Metrically Simple Rhythms with Clear Accents: An ERP Study Fleur L. Bouwer 1,2 *, Titia L. Van Zuijen 3, Henkjan Honing 1,2 1 Institute for Logic, Language and Computation,

More information

Musical scale properties are automatically processed in the human auditory cortex

Musical scale properties are automatically processed in the human auditory cortex available at www.sciencedirect.com www.elsevier.com/locate/brainres Research Report Musical scale properties are automatically processed in the human auditory cortex Elvira Brattico a,b,, Mari Tervaniemi

More information

NIH Public Access Author Manuscript Psychophysiology. Author manuscript; available in PMC 2014 April 23.

NIH Public Access Author Manuscript Psychophysiology. Author manuscript; available in PMC 2014 April 23. NIH Public Access Author Manuscript Published in final edited form as: Psychophysiology. 2014 February ; 51(2): 136 141. doi:10.1111/psyp.12164. Masked priming and ERPs dissociate maturation of orthographic

More information

Non-native Homonym Processing: an ERP Measurement

Non-native Homonym Processing: an ERP Measurement Non-native Homonym Processing: an ERP Measurement Jiehui Hu ab, Wenpeng Zhang a, Chen Zhao a, Weiyi Ma ab, Yongxiu Lai b, Dezhong Yao b a School of Foreign Languages, University of Electronic Science &

More information

23/01/51. Gender-selective effects of the P300 and N400 components of the. VEP waveform. How are ERP related to gender? Event-Related Potential (ERP)

23/01/51. Gender-selective effects of the P300 and N400 components of the. VEP waveform. How are ERP related to gender? Event-Related Potential (ERP) 23/01/51 EventRelated Potential (ERP) Genderselective effects of the and N400 components of the visual evoked potential measuring brain s electrical activity (EEG) responded to external stimuli EEG averaging

More information

Common Spatial Patterns 3 class BCI V Copyright 2012 g.tec medical engineering GmbH

Common Spatial Patterns 3 class BCI V Copyright 2012 g.tec medical engineering GmbH g.tec medical engineering GmbH Sierningstrasse 14, A-4521 Schiedlberg Austria - Europe Tel.: (43)-7251-22240-0 Fax: (43)-7251-22240-39 office@gtec.at, http://www.gtec.at Common Spatial Patterns 3 class

More information

Untangling syntactic and sensory processing: An ERP study of music perception

Untangling syntactic and sensory processing: An ERP study of music perception Psychophysiology, 44 (2007), 476 490. Blackwell Publishing Inc. Printed in the USA. Copyright r 2007 Society for Psychophysiological Research DOI: 10.1111/j.1469-8986.2007.00517.x Untangling syntactic

More information

The Influence of Explicit Markers on Slow Cortical Potentials During Figurative Language Processing

The Influence of Explicit Markers on Slow Cortical Potentials During Figurative Language Processing The Influence of Explicit Markers on Slow Cortical Potentials During Figurative Language Processing Christopher A. Schwint (schw6620@wlu.ca) Department of Psychology, Wilfrid Laurier University 75 University

More information

Music perception in cochlear implant users: an event-related potential study q

Music perception in cochlear implant users: an event-related potential study q Clinical Neurophysiology 115 (2004) 966 972 www.elsevier.com/locate/clinph Music perception in cochlear implant users: an event-related potential study q Stefan Koelsch a,b, *, Matthias Wittfoth c, Angelika

More information

The N400 and Late Positive Complex (LPC) Effects Reflect Controlled Rather than Automatic Mechanisms of Sentence Processing

The N400 and Late Positive Complex (LPC) Effects Reflect Controlled Rather than Automatic Mechanisms of Sentence Processing Brain Sci. 2012, 2, 267-297; doi:10.3390/brainsci2030267 Article OPEN ACCESS brain sciences ISSN 2076-3425 www.mdpi.com/journal/brainsci/ The N400 and Late Positive Complex (LPC) Effects Reflect Controlled

More information

Expressive timing facilitates the neural processing of phrase boundaries in music: evidence from event-related potentials

Expressive timing facilitates the neural processing of phrase boundaries in music: evidence from event-related potentials https://helda.helsinki.fi Expressive timing facilitates the neural processing of phrase boundaries in music: evidence from event-related potentials Istok, Eva 2013-01-30 Istok, E, Friberg, A, Huotilainen,

More information

Syntactic expectancy: an event-related potentials study

Syntactic expectancy: an event-related potentials study Neuroscience Letters 378 (2005) 34 39 Syntactic expectancy: an event-related potentials study José A. Hinojosa a,, Eva M. Moreno a, Pilar Casado b, Francisco Muñoz b, Miguel A. Pozo a a Human Brain Mapping

More information

NeXus: Event-Related potentials Evoked potentials for Psychophysiology & Neuroscience

NeXus: Event-Related potentials Evoked potentials for Psychophysiology & Neuroscience NeXus: Event-Related potentials Evoked potentials for Psychophysiology & Neuroscience This NeXus white paper has been created to educate and inform the reader about the Event Related Potentials (ERP) and

More information

Music BCI ( )

Music BCI ( ) Music BCI (006-2015) Matthias Treder, Benjamin Blankertz Technische Universität Berlin, Berlin, Germany September 5, 2016 1 Introduction We investigated the suitability of musical stimuli for use in a

More information

Effects of Unexpected Chords and of Performer s Expression on Brain Responses and Electrodermal Activity

Effects of Unexpected Chords and of Performer s Expression on Brain Responses and Electrodermal Activity Effects of Unexpected Chords and of Performer s Expression on Brain Responses and Electrodermal Activity Stefan Koelsch 1,2 *, Simone Kilches 2, Nikolaus Steinbeis 2, Stefanie Schelinski 2 1 Department

More information

How Order of Label Presentation Impacts Semantic Processing: an ERP Study

How Order of Label Presentation Impacts Semantic Processing: an ERP Study How Order of Label Presentation Impacts Semantic Processing: an ERP Study Jelena Batinić (jelenabatinic1@gmail.com) Laboratory for Neurocognition and Applied Cognition, Department of Psychology, Faculty

More information

The Time Course of Orthographic and Phonological Code Activation Jonathan Grainger, 1 Kristi Kiyonaga, 2 and Phillip J. Holcomb 2

The Time Course of Orthographic and Phonological Code Activation Jonathan Grainger, 1 Kristi Kiyonaga, 2 and Phillip J. Holcomb 2 PSYCHOLOGICAL SCIENCE Research Report The Time Course of Orthographic and Phonological Code Activation Jonathan Grainger, 1 Kristi Kiyonaga, 2 and Phillip J. Holcomb 2 1 CNRS and University of Provence,

More information

Supplemental Material for Gamma-band Synchronization in the Macaque Hippocampus and Memory Formation

Supplemental Material for Gamma-band Synchronization in the Macaque Hippocampus and Memory Formation Supplemental Material for Gamma-band Synchronization in the Macaque Hippocampus and Memory Formation Michael J. Jutras, Pascal Fries, Elizabeth A. Buffalo * *To whom correspondence should be addressed.

More information

Piano training enhances the neural processing of pitch and improves speech perception in Mandarin-speaking children

Piano training enhances the neural processing of pitch and improves speech perception in Mandarin-speaking children Piano training enhances the neural processing of pitch and improves speech perception in Mandarin-speaking children Yun Nan a,1, Li Liu a, Eveline Geiser b,c,d, Hua Shu a, Chen Chen Gong b, Qi Dong a,

More information

Short-term effects of processing musical syntax: An ERP study

Short-term effects of processing musical syntax: An ERP study Manuscript accepted for publication by Brain Research, October 2007 Short-term effects of processing musical syntax: An ERP study Stefan Koelsch 1,2, Sebastian Jentschke 1 1 Max-Planck-Institute for Human

More information

PROCESSING YOUR EEG DATA

PROCESSING YOUR EEG DATA PROCESSING YOUR EEG DATA Step 1: Open your CNT file in neuroscan and mark bad segments using the marking tool (little cube) as mentioned in class. Mark any bad channels using hide skip and bad. Save the

More information

Electric brain responses reveal gender di erences in music processing

Electric brain responses reveal gender di erences in music processing BRAIN IMAGING Electric brain responses reveal gender di erences in music processing Stefan Koelsch, 1,2,CA Burkhard Maess, 2 Tobias Grossmann 2 and Angela D. Friederici 2 1 Harvard Medical School, Boston,USA;

More information

Neuroscience Letters

Neuroscience Letters Neuroscience Letters 530 (2012) 138 143 Contents lists available at SciVerse ScienceDirect Neuroscience Letters j our nal ho me p ag e: www.elsevier.com/locate/neulet Event-related brain potentials of

More information

International Journal of Health Sciences and Research ISSN:

International Journal of Health Sciences and Research  ISSN: International Journal of Health Sciences and Research www.ijhsr.org ISSN: 2249-9571 Original Research Article Brainstem Encoding Of Indian Carnatic Music in Individuals With and Without Musical Aptitude:

More information

Neural Discrimination of Nonprototypical Chords in Music Experts and Laymen: An MEG Study

Neural Discrimination of Nonprototypical Chords in Music Experts and Laymen: An MEG Study Neural Discrimination of Nonprototypical Chords in Music Experts and Laymen: An MEG Study Elvira Brattico 1,2, Karen Johanne Pallesen 3, Olga Varyagina 4, Christopher Bailey 3, Irina Anourova 1, Miika

More information

Melodic multi-feature paradigm reveals auditory profiles in music-sound encoding

Melodic multi-feature paradigm reveals auditory profiles in music-sound encoding HUMAN NEUROSCIENCE ORIGINAL RESEARCH ARTICLE published: 07 July 2014 doi: 10.3389/fnhum.2014.00496 Melodic multi-feature paradigm reveals auditory profiles in music-sound encoding Mari Tervaniemi 1 *,

More information

User Guide Slow Cortical Potentials (SCP)

User Guide Slow Cortical Potentials (SCP) User Guide Slow Cortical Potentials (SCP) This user guide has been created to educate and inform the reader about the SCP neurofeedback training protocol for the NeXus 10 and NeXus-32 systems with the

More information

Communicating hands: ERPs elicited by meaningful symbolic hand postures

Communicating hands: ERPs elicited by meaningful symbolic hand postures Neuroscience Letters 372 (2004) 52 56 Communicating hands: ERPs elicited by meaningful symbolic hand postures Thomas C. Gunter a,, Patric Bach b a Max-Planck-Institute for Human Cognitive and Brain Sciences,

More information

Object selectivity of local field potentials and spikes in the macaque inferior temporal cortex

Object selectivity of local field potentials and spikes in the macaque inferior temporal cortex Object selectivity of local field potentials and spikes in the macaque inferior temporal cortex Gabriel Kreiman 1,2,3,4*#, Chou P. Hung 1,2,4*, Alexander Kraskov 5, Rodrigo Quian Quiroga 6, Tomaso Poggio

More information

Processing new and repeated names: Effects of coreference on repetition priming with speech and fast RSVP

Processing new and repeated names: Effects of coreference on repetition priming with speech and fast RSVP BRES-35877; No. of pages: 13; 4C: 11 available at www.sciencedirect.com www.elsevier.com/locate/brainres Research Report Processing new and repeated names: Effects of coreference on repetition priming

More information

Pitch. The perceptual correlate of frequency: the perceptual dimension along which sounds can be ordered from low to high.

Pitch. The perceptual correlate of frequency: the perceptual dimension along which sounds can be ordered from low to high. Pitch The perceptual correlate of frequency: the perceptual dimension along which sounds can be ordered from low to high. 1 The bottom line Pitch perception involves the integration of spectral (place)

More information

Common Spatial Patterns 2 class BCI V Copyright 2012 g.tec medical engineering GmbH

Common Spatial Patterns 2 class BCI V Copyright 2012 g.tec medical engineering GmbH g.tec medical engineering GmbH Sierningstrasse 14, A-4521 Schiedlberg Austria - Europe Tel.: (43)-7251-22240-0 Fax: (43)-7251-22240-39 office@gtec.at, http://www.gtec.at Common Spatial Patterns 2 class

More information

HBI Database. Version 2 (User Manual)

HBI Database. Version 2 (User Manual) HBI Database Version 2 (User Manual) St-Petersburg, Russia 2007 2 1. INTRODUCTION...3 2. RECORDING CONDITIONS...6 2.1. EYE OPENED AND EYE CLOSED CONDITION....6 2.2. VISUAL CONTINUOUS PERFORMANCE TASK...6

More information

The Processing of Pitch and Scale: An ERP Study of Musicians Trained Outside of the Western Musical System

The Processing of Pitch and Scale: An ERP Study of Musicians Trained Outside of the Western Musical System The Processing of Pitch and Scale: An ERP Study of Musicians Trained Outside of the Western Musical System LAURA BISCHOFF RENNINGER [1] Shepherd University MICHAEL P. WILSON University of Illinois EMANUEL

More information

Interaction between Syntax Processing in Language and in Music: An ERP Study

Interaction between Syntax Processing in Language and in Music: An ERP Study Interaction between Syntax Processing in Language and in Music: An ERP Study Stefan Koelsch 1,2, Thomas C. Gunter 1, Matthias Wittfoth 3, and Daniela Sammler 1 Abstract & The present study investigated

More information

Semantic integration in videos of real-world events: An electrophysiological investigation

Semantic integration in videos of real-world events: An electrophysiological investigation Semantic integration in videos of real-world events: An electrophysiological investigation TATIANA SITNIKOVA a, GINA KUPERBERG bc, and PHILLIP J. HOLCOMB a a Department of Psychology, Tufts University,

More information

Auditory semantic networks for words and natural sounds

Auditory semantic networks for words and natural sounds available at www.sciencedirect.com www.elsevier.com/locate/brainres Research Report Auditory semantic networks for words and natural sounds A. Cummings a,b,c,,r.čeponienė a, A. Koyama a, A.P. Saygin c,f,

More information

The Research of Controlling Loudness in the Timbre Subjective Perception Experiment of Sheng

The Research of Controlling Loudness in the Timbre Subjective Perception Experiment of Sheng The Research of Controlling Loudness in the Timbre Subjective Perception Experiment of Sheng S. Zhu, P. Ji, W. Kuang and J. Yang Institute of Acoustics, CAS, O.21, Bei-Si-huan-Xi Road, 100190 Beijing,

More information

Changes in emotional tone and instrumental timbre are reflected by the mismatch negativity

Changes in emotional tone and instrumental timbre are reflected by the mismatch negativity Cognitive Brain Research 21 (2004) 351 359 Research report Changes in emotional tone and instrumental timbre are reflected by the mismatch negativity Katja N. Goydke a, Eckart Altenmqller a,jqrn Mfller

More information

Measurement of overtone frequencies of a toy piano and perception of its pitch

Measurement of overtone frequencies of a toy piano and perception of its pitch Measurement of overtone frequencies of a toy piano and perception of its pitch PACS: 43.75.Mn ABSTRACT Akira Nishimura Department of Media and Cultural Studies, Tokyo University of Information Sciences,

More information

Overlap of Musical and Linguistic Syntax Processing: Intracranial ERP Evidence

Overlap of Musical and Linguistic Syntax Processing: Intracranial ERP Evidence THE NEUROSCIENCES AND MUSIC III: DISORDERS AND PLASTICITY Overlap of Musical and Linguistic Syntax Processing: Intracranial ERP Evidence D. Sammler, a,b S. Koelsch, a,c T. Ball, d,e A. Brandt, d C. E.

More information

Auditory processing during deep propofol sedation and recovery from unconsciousness

Auditory processing during deep propofol sedation and recovery from unconsciousness Clinical Neurophysiology 117 (2006) 1746 1759 www.elsevier.com/locate/clinph Auditory processing during deep propofol sedation and recovery from unconsciousness Stefan Koelsch a, *, Wolfgang Heinke b,

More information

Musical Acoustics Lecture 15 Pitch & Frequency (Psycho-Acoustics)

Musical Acoustics Lecture 15 Pitch & Frequency (Psycho-Acoustics) 1 Musical Acoustics Lecture 15 Pitch & Frequency (Psycho-Acoustics) Pitch Pitch is a subjective characteristic of sound Some listeners even assign pitch differently depending upon whether the sound was

More information

VivoSense. User Manual Galvanic Skin Response (GSR) Analysis Module. VivoSense, Inc. Newport Beach, CA, USA Tel. (858) , Fax.

VivoSense. User Manual Galvanic Skin Response (GSR) Analysis Module. VivoSense, Inc. Newport Beach, CA, USA Tel. (858) , Fax. VivoSense User Manual Galvanic Skin Response (GSR) Analysis VivoSense Version 3.1 VivoSense, Inc. Newport Beach, CA, USA Tel. (858) 876-8486, Fax. (248) 692-0980 Email: info@vivosense.com; Web: www.vivosense.com

More information

Why are natural sounds detected faster than pips?

Why are natural sounds detected faster than pips? Why are natural sounds detected faster than pips? Clara Suied Department of Physiology, Development and Neuroscience, Centre for the Neural Basis of Hearing, Downing Street, Cambridge CB2 3EG, United Kingdom

More information

Workshop: ERP Testing

Workshop: ERP Testing Workshop: ERP Testing Dennis L. Molfese, Ph.D. University of Nebraska - Lincoln DOE 993511 NIH R01 HL0100602 NIH R01 DC005994 NIH R41 HD47083 NIH R01 DA017863 NASA SA42-05-018 NASA SA23-06-015 Workshop

More information

Melodic pitch expectation interacts with neural responses to syntactic but not semantic violations

Melodic pitch expectation interacts with neural responses to syntactic but not semantic violations cortex xxx () e Available online at www.sciencedirect.com Journal homepage: www.elsevier.com/locate/cortex Research report Melodic pitch expectation interacts with neural responses to syntactic but not

More information

DAT335 Music Perception and Cognition Cogswell Polytechnical College Spring Week 6 Class Notes

DAT335 Music Perception and Cognition Cogswell Polytechnical College Spring Week 6 Class Notes DAT335 Music Perception and Cognition Cogswell Polytechnical College Spring 2009 Week 6 Class Notes Pitch Perception Introduction Pitch may be described as that attribute of auditory sensation in terms

More information

This is an electronic reprint of the original article. This reprint may differ from the original in pagination and typographic detail.

This is an electronic reprint of the original article. This reprint may differ from the original in pagination and typographic detail. This is an electronic reprint of the original article. This reprint may differ from the original in pagination and typographic detail. Author(s): Maidhof, Clemens; Pitkäniemi, Anni; Tervaniemi, Mari Title:

More information

Auditory ERP response to successive stimuli in infancy

Auditory ERP response to successive stimuli in infancy Auditory ERP response to successive stimuli in infancy Ao Chen 1,2,3, Varghese Peter 1 and Denis Burnham 1 1 The MARCS Institute for Brain, Behaviour and Development, Western Sydney University, Penrith,

More information

Affective Priming. Music 451A Final Project

Affective Priming. Music 451A Final Project Affective Priming Music 451A Final Project The Question Music often makes us feel a certain way. Does this feeling have semantic meaning like the words happy or sad do? Does music convey semantic emotional

More information

The Influence of Lifelong Musicianship on Neurophysiological Measures of Concurrent Sound Segregation

The Influence of Lifelong Musicianship on Neurophysiological Measures of Concurrent Sound Segregation The Influence of Lifelong Musicianship on Neurophysiological Measures of Concurrent Sound Segregation Benjamin Rich Zendel 1,2 and Claude Alain 1,2 Abstract The ability to separate concurrent sounds based

More information

qeeg-pro Manual André W. Keizer, PhD October 2014 Version 1.2 Copyright 2014, EEGprofessionals BV, All rights reserved

qeeg-pro Manual André W. Keizer, PhD October 2014 Version 1.2 Copyright 2014, EEGprofessionals BV, All rights reserved qeeg-pro Manual André W. Keizer, PhD October 2014 Version 1.2 Copyright 2014, EEGprofessionals BV, All rights reserved TABLE OF CONTENT 1. Standardized Artifact Rejection Algorithm (S.A.R.A) 3 2. Summary

More information

Semantic priming modulates the N400, N300, and N400RP

Semantic priming modulates the N400, N300, and N400RP Clinical Neurophysiology 118 (2007) 1053 1068 www.elsevier.com/locate/clinph Semantic priming modulates the N400, N300, and N400RP Michael S. Franklin a,b, *, Joseph Dien a,c, James H. Neely d, Elizabeth

More information

The Tone Height of Multiharmonic Sounds. Introduction

The Tone Height of Multiharmonic Sounds. Introduction Music-Perception Winter 1990, Vol. 8, No. 2, 203-214 I990 BY THE REGENTS OF THE UNIVERSITY OF CALIFORNIA The Tone Height of Multiharmonic Sounds ROY D. PATTERSON MRC Applied Psychology Unit, Cambridge,

More information

Inhibition of Oscillation in a Plastic Neural Network Model of Tinnitus Therapy Using Noise Stimulus

Inhibition of Oscillation in a Plastic Neural Network Model of Tinnitus Therapy Using Noise Stimulus Inhibition of Oscillation in a Plastic Neural Network Model of Tinnitus Therapy Using Noise timulus Ken ichi Fujimoto chool of Health ciences, Faculty of Medicine, The University of Tokushima 3-8- Kuramoto-cho

More information

With thanks to Seana Coulson and Katherine De Long!

With thanks to Seana Coulson and Katherine De Long! Event Related Potentials (ERPs): A window onto the timing of cognition Kim Sweeney COGS1- Introduction to Cognitive Science November 19, 2009 With thanks to Seana Coulson and Katherine De Long! Overview

More information

PSYCHOLOGICAL SCIENCE. Research Report

PSYCHOLOGICAL SCIENCE. Research Report Research Report SINGING IN THE BRAIN: Independence of Lyrics and Tunes M. Besson, 1 F. Faïta, 2 I. Peretz, 3 A.-M. Bonnel, 1 and J. Requin 1 1 Center for Research in Cognitive Neuroscience, C.N.R.S., Marseille,

More information

The presence of multiple sound sources is a routine occurrence

The presence of multiple sound sources is a routine occurrence Spectral completion of partially masked sounds Josh H. McDermott* and Andrew J. Oxenham Department of Psychology, University of Minnesota, N640 Elliott Hall, 75 East River Road, Minneapolis, MN 55455-0344

More information

ARTICLE IN PRESS. Cognitive Brain Research xx (2004) xxx xxx

ARTICLE IN PRESS. Cognitive Brain Research xx (2004) xxx xxx DTD 5 1 2 Research report 3 Changes in emotional tone and instrumental timbre are 4 reflected by the mismatch negativity 5 Katja N. Goydke a, Eckart Altenmqller a,jqrn Mfller b, Thomas F. Mqnte b, * 6

More information

Estimating the Time to Reach a Target Frequency in Singing

Estimating the Time to Reach a Target Frequency in Singing THE NEUROSCIENCES AND MUSIC III: DISORDERS AND PLASTICITY Estimating the Time to Reach a Target Frequency in Singing Sean Hutchins a and David Campbell b a Department of Psychology, McGill University,

More information

Music training enhances rapid neural plasticity of N1 and P2 source activation for unattended sounds

Music training enhances rapid neural plasticity of N1 and P2 source activation for unattended sounds HUMAN NEUROSCIENCE ORIGINAL RESEARCH ARTICLE published: 4 March doi:.3389/fnhum..43 Music training enhances rapid neural plasticity of N and P source activation for unattended sounds Miia Seppänen, *,

More information

NeuroImage 61 (2012) Contents lists available at SciVerse ScienceDirect. NeuroImage. journal homepage:

NeuroImage 61 (2012) Contents lists available at SciVerse ScienceDirect. NeuroImage. journal homepage: NeuroImage 61 (2012) 206 215 Contents lists available at SciVerse ScienceDirect NeuroImage journal homepage: www.elsevier.com/locate/ynimg From N400 to N300: Variations in the timing of semantic processing

More information

Neuroscience and Biobehavioral Reviews

Neuroscience and Biobehavioral Reviews Neuroscience and Biobehavioral Reviews 35 (211) 214 2154 Contents lists available at ScienceDirect Neuroscience and Biobehavioral Reviews journa l h o me pa g e: www.elsevier.com/locate/neubiorev Review

More information

Event-related potential P2 correlates of implicit aesthetic experience Xiaoyi Wang a,b, Yujing Huang a,b, Qingguo Ma a,b and Nan Li c

Event-related potential P2 correlates of implicit aesthetic experience Xiaoyi Wang a,b, Yujing Huang a,b, Qingguo Ma a,b and Nan Li c CE: Jishana ED: Maitreyee Op: Sampath WNR 55: LWW_WNR_55 Brain imaging; Cognitive neuroscience and neuropsychology 1 Event-related potential P correlates of implicit aesthetic experience Xiaoyi Wang a,b,

More information

Grand Rounds 5/15/2012

Grand Rounds 5/15/2012 Grand Rounds 5/15/2012 Department of Neurology P Dr. John Shelley-Tremblay, USA Psychology P I have no financial disclosures P I discuss no medications nore off-label uses of medications An Introduction

More information

This is an electronic reprint of the original article. This reprint may differ from the original in pagination and typographic detail.

This is an electronic reprint of the original article. This reprint may differ from the original in pagination and typographic detail. This is an electronic reprint of the original article. This reprint may differ from the original in pagination and typographic detail. Author(s): Poikonen, Hanna; Toiviainen, Petri; Tervaniemi, Mari Title:

More information

POST-PROCESSING FIDDLE : A REAL-TIME MULTI-PITCH TRACKING TECHNIQUE USING HARMONIC PARTIAL SUBTRACTION FOR USE WITHIN LIVE PERFORMANCE SYSTEMS

POST-PROCESSING FIDDLE : A REAL-TIME MULTI-PITCH TRACKING TECHNIQUE USING HARMONIC PARTIAL SUBTRACTION FOR USE WITHIN LIVE PERFORMANCE SYSTEMS POST-PROCESSING FIDDLE : A REAL-TIME MULTI-PITCH TRACKING TECHNIQUE USING HARMONIC PARTIAL SUBTRACTION FOR USE WITHIN LIVE PERFORMANCE SYSTEMS Andrew N. Robertson, Mark D. Plumbley Centre for Digital Music

More information

Detection and correction of artefacts in EEG for neurofeedback and BCI applications

Detection and correction of artefacts in EEG for neurofeedback and BCI applications Eindhoven University of Technology MASTER Detection and correction of artefacts in EEG for neurofeedback and BCI applications Erkens, I.J.M. Award date: 22 Disclaimer This document contains a student thesis

More information

LOUDNESS EFFECT OF THE DIFFERENT TONES ON THE TIMBRE SUBJECTIVE PERCEPTION EXPERIMENT OF ERHU

LOUDNESS EFFECT OF THE DIFFERENT TONES ON THE TIMBRE SUBJECTIVE PERCEPTION EXPERIMENT OF ERHU The 21 st International Congress on Sound and Vibration 13-17 July, 2014, Beijing/China LOUDNESS EFFECT OF THE DIFFERENT TONES ON THE TIMBRE SUBJECTIVE PERCEPTION EXPERIMENT OF ERHU Siyu Zhu, Peifeng Ji,

More information

How inappropriate high-pass filters can produce artifactual effects and incorrect conclusions in ERP studies of language and cognition

How inappropriate high-pass filters can produce artifactual effects and incorrect conclusions in ERP studies of language and cognition Psychophysiology, 52 (2015), 997 1009. Wiley Periodicals, Inc. Printed in the USA. Copyright VC 2015 Society for Psychophysiological Research DOI: 10.1111/psyp.12437 How inappropriate high-pass filters

More information

Department of Psychology, University of York. NIHR Nottingham Hearing Biomedical Research Unit. Hull York Medical School, University of York

Department of Psychology, University of York. NIHR Nottingham Hearing Biomedical Research Unit. Hull York Medical School, University of York 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 1 Peripheral hearing loss reduces

More information

Cross-modal Semantic Priming: A Timecourse Analysis Using Event-related Brain Potentials

Cross-modal Semantic Priming: A Timecourse Analysis Using Event-related Brain Potentials LANGUAGE AND COGNITIVE PROCESSES, 1993, 8 (4) 379-411 Cross-modal Semantic Priming: A Timecourse Analysis Using Event-related Brain Potentials Phillip J. Holcomb and Jane E. Anderson Department of Psychology,

More information

Neuroscience Letters

Neuroscience Letters Neuroscience Letters 468 (2010) 220 224 Contents lists available at ScienceDirect Neuroscience Letters journal homepage: www.elsevier.com/locate/neulet Event-related potentials findings differ between

More information

AN ARTISTIC TECHNIQUE FOR AUDIO-TO-VIDEO TRANSLATION ON A MUSIC PERCEPTION STUDY

AN ARTISTIC TECHNIQUE FOR AUDIO-TO-VIDEO TRANSLATION ON A MUSIC PERCEPTION STUDY AN ARTISTIC TECHNIQUE FOR AUDIO-TO-VIDEO TRANSLATION ON A MUSIC PERCEPTION STUDY Eugene Mikyung Kim Department of Music Technology, Korea National University of Arts eugene@u.northwestern.edu ABSTRACT

More information

qeeg-pro Manual André W. Keizer, PhD v1.5 Februari 2018 Version 1.5 Copyright 2018 qeeg-pro BV, All rights reserved

qeeg-pro Manual André W. Keizer, PhD v1.5 Februari 2018 Version 1.5 Copyright 2018 qeeg-pro BV, All rights reserved qeeg-pro Manual André W. Keizer, PhD v1.5 Februari 2018 Version 1.5 Copyright 2018 qeeg-pro BV, All rights reserved TABLE OF CONTENT 1. Indications for use 4 2. Potential adverse effects 4 3. Standardized

More information

EEG Eye-Blinking Artefacts Power Spectrum Analysis

EEG Eye-Blinking Artefacts Power Spectrum Analysis EEG Eye-Blinking Artefacts Power Spectrum Analysis Plamen Manoilov Abstract: Artefacts are noises introduced to the electroencephalogram s (EEG) signal by not central nervous system (CNS) sources of electric

More information

Experiments on tone adjustments

Experiments on tone adjustments Experiments on tone adjustments Jesko L. VERHEY 1 ; Jan HOTS 2 1 University of Magdeburg, Germany ABSTRACT Many technical sounds contain tonal components originating from rotating parts, such as electric

More information

Proceedings of Meetings on Acoustics

Proceedings of Meetings on Acoustics Proceedings of Meetings on Acoustics Volume 19, 2013 http://acousticalsociety.org/ ICA 2013 Montreal Montreal, Canada 2-7 June 2013 Psychological and Physiological Acoustics Session 1pPPb: Psychoacoustics

More information

Automatic Encoding of Polyphonic Melodies in Musicians and Nonmusicians

Automatic Encoding of Polyphonic Melodies in Musicians and Nonmusicians Automatic Encoding of Polyphonic Melodies in Musicians and Nonmusicians Takako Fujioka 1,2, Laurel J. Trainor 1,3, Bernhard Ross 1, Ryusuke Kakigi 2, and Christo Pantev 4 Abstract & In music, multiple

More information

Nature Neuroscience: doi: /nn Supplementary Figure 1. Emergence of dmpfc and BLA 4-Hz oscillations during freezing behavior.

Nature Neuroscience: doi: /nn Supplementary Figure 1. Emergence of dmpfc and BLA 4-Hz oscillations during freezing behavior. Supplementary Figure 1 Emergence of dmpfc and BLA 4-Hz oscillations during freezing behavior. (a) Representative power spectrum of dmpfc LFPs recorded during Retrieval for freezing and no freezing periods.

More information

THE N400 IS NOT A SEMANTIC ANOMALY RESPONSE: MORE EVIDENCE FROM ADJECTIVE-NOUN COMBINATION. Ellen F. Lau 1. Anna Namyst 1.

THE N400 IS NOT A SEMANTIC ANOMALY RESPONSE: MORE EVIDENCE FROM ADJECTIVE-NOUN COMBINATION. Ellen F. Lau 1. Anna Namyst 1. THE N400 IS NOT A SEMANTIC ANOMALY RESPONSE: MORE EVIDENCE FROM ADJECTIVE-NOUN COMBINATION Ellen F. Lau 1 Anna Namyst 1 Allison Fogel 1,2 Tania Delgado 1 1 University of Maryland, Department of Linguistics,

More information

Processing pitch and duration in music reading: a RT ERP study

Processing pitch and duration in music reading: a RT ERP study Neuropsychologia 40 (2002) 868 878 Processing pitch and duration in music reading: a RT ERP study Daniele Schön a,b,, Mireille Besson a a Equipe Langage et Musique, Centre de Recherche en Neurosciences

More information

In press, Cerebral Cortex. Sensorimotor learning enhances expectations during auditory perception

In press, Cerebral Cortex. Sensorimotor learning enhances expectations during auditory perception Sensorimotor Learning Enhances Expectations 1 In press, Cerebral Cortex Sensorimotor learning enhances expectations during auditory perception Brian Mathias 1, Caroline Palmer 1, Fabien Perrin 2, & Barbara

More information

Brain-Computer Interface (BCI)

Brain-Computer Interface (BCI) Brain-Computer Interface (BCI) Christoph Guger, Günter Edlinger, g.tec Guger Technologies OEG Herbersteinstr. 60, 8020 Graz, Austria, guger@gtec.at This tutorial shows HOW-TO find and extract proper signal

More information

Newborn infants auditory system is sensitive to Western music chord categories

Newborn infants auditory system is sensitive to Western music chord categories ORIGINAL RESEARCH ARTICLE published: 07 August 2013 doi: 10.3389/fpsyg.2013.00492 Newborn infants auditory system is sensitive to Western music chord categories Paula Virtala 1,2 *, Minna Huotilainen 1,2,3,EinoPartanen

More information

SUPPLEMENTARY INFORMATION

SUPPLEMENTARY INFORMATION doi: 1.138/nature691 SUPPLEMENTAL METHODS Chronically Implanted Electrode Arrays Warp16 electrode arrays (Neuralynx Inc., Bozeman MT) were used for these recordings. These arrays consist of a 4x4 array

More information