The Deficit of Multimodal Perception of Congruent and Non-Congruent Fearful Expressions in Patients with Schizophrenia: the ERP Study
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Traffic Sign Recognition Evaluation for Senior Adults Using EEG Signals
sensors Article Traffic Sign Recognition Evaluation for Senior Adults Using EEG Signals Dong-Woo Koh 1, Jin-Kook Kwon 2 and Sang-Goog Lee 1,* 1 Department of Media Engineering, Catholic University of Korea, 43 Jibong-ro, Bucheon-si 14662, Korea; [email protected] 2 CookingMind Cop. 23 Seocho-daero 74-gil, Seocho-gu, Seoul 06621, Korea; [email protected] * Correspondence: [email protected]; Tel.: +82-2-2164-4909 Abstract: Elderly people are not likely to recognize road signs due to low cognitive ability and presbyopia. In our study, three shapes of traffic symbols (circles, squares, and triangles) which are most commonly used in road driving were used to evaluate the elderly drivers’ recognition. When traffic signs are randomly shown in HUD (head-up display), subjects compare them with the symbol displayed outside of the vehicle. In this test, we conducted a Go/Nogo test and determined the differences in ERP (event-related potential) data between correct and incorrect answers of EEG signals. As a result, the wrong answer rate for the elderly was 1.5 times higher than for the youths. All generation groups had a delay of 20–30 ms of P300 with incorrect answers. In order to achieve clearer differentiation, ERP data were modeled with unsupervised machine learning and supervised deep learning. The young group’s correct/incorrect data were classified well using unsupervised machine learning with no pre-processing, but the elderly group’s data were not. On the other hand, the elderly group’s data were classified with a high accuracy of 75% using supervised deep learning with simple signal processing. -
Modality-Specific and Modality-General Encoding of Auditory and Visual Rhythms
UNLV Theses, Dissertations, Professional Papers, and Capstones 5-1-2012 Modality-Specific and Modality-General Encoding of Auditory and Visual Rhythms Amanda Pasinski University of Nevada, Las Vegas Follow this and additional works at: https://digitalscholarship.unlv.edu/thesesdissertations Part of the Cognition and Perception Commons Repository Citation Pasinski, Amanda, "Modality-Specific and Modality-General Encoding of Auditory and Visual Rhythms" (2012). UNLV Theses, Dissertations, Professional Papers, and Capstones. 1608. http://dx.doi.org/10.34917/4332589 This Thesis is protected by copyright and/or related rights. It has been brought to you by Digital Scholarship@UNLV with permission from the rights-holder(s). You are free to use this Thesis in any way that is permitted by the copyright and related rights legislation that applies to your use. For other uses you need to obtain permission from the rights-holder(s) directly, unless additional rights are indicated by a Creative Commons license in the record and/ or on the work itself. This Thesis has been accepted for inclusion in UNLV Theses, Dissertations, Professional Papers, and Capstones by an authorized administrator of Digital Scholarship@UNLV. For more information, please contact [email protected]. MODALITY-SPECIFIC AND MODALITY-GENERAL ENCODING OF AUDITORY AND VISUAL RHYTHMS by Amanda Claire Pasinski Bachelor of Arts University of Nevada, Las Vegas 2007 A thesis document submitted in partial fulfillment of the requirements for the Master of Arts in Psychology Department -
Auditory P3a and P3b Neural Generators in Schizophrenia: an Adaptive Sloreta P300 Localization Approach
View metadata, citation and similar papers at core.ac.uk brought to you by CORE provided by UPCommons. Portal del coneixement obert de la UPC This is an author-edited version of the accepted manuscript published in Schizophrenia Research. The final publication is available at Elsevier via http://dx.doi.org/10.1016/j.schres.2015.09.028 Auditory P3a and P3b neural generators in schizophrenia: An adaptive sLORETA P300 localization approach Alejandro Bachiller1, Sergio Romero2,3, Vicente Molina4,5, Joan F. Alonso2,3, Miguel A. Mañanas2,3, Jesús Poza1,5,6 and Roberto Hornero1,6 1 Biomedical Engineering Group, E.T.S. Ingenieros de Telecomunicación, Universidad de Valladolid, 47011 Valladolid, Spain. {[email protected]; [email protected]; [email protected]} 2 Department of Automatic Control (ESAII), Biomedical Engineering Research Center (CREB), Universitat Politècnica de Catalunya (UPC), 08028 Barcelona, Spain. {[email protected]; [email protected]; [email protected]} 3 CIBER de Bioingeniería, Biomateriales y Nanomedicina (CIBER-BBN) 4 Psychiatry Department, Hospital Clínico Universitario, Facultad de Medicina, Universidad de Valladolid, 47005 Valladolid, Spain {[email protected]} 5 INCYL, Instituto de Neurociencias de Castilla y León, Universidad de Salamanca, 37007 Salamanca, Spain 6 IMUVA, Instituto de Investigación en Matemáticas, Universidad de Valladolid, 47011 Valladolid, Spain Corresponding author. Alejandro Bachiller, Biomedical Engineering Group, E.T.S. Ingenieros de Telecomunicación, Universidad de Valladolid, 47011 Valladolid, Spain Tel: +34 983423000 ext. 5589; fax: +34 983423667; Email address: [email protected] Abstract The present study investigates the neural substrates underlying cognitive processing in schizophrenia (Sz) patients. -
ERP Peaks Review 1 LINKING BRAINWAVES to the BRAIN
ERP Peaks Review 1 LINKING BRAINWAVES TO THE BRAIN: AN ERP PRIMER Alexandra P. Fonaryova Key, Guy O. Dove, and Mandy J. Maguire Psychological and Brain Sciences University of Louisville Louisville, Kentucky Short title: ERPs Peak Review. Key Words: ERP, peak, latency, brain activity source, electrophysiology. Please address all correspondence to: Alexandra P. Fonaryova Key, Ph.D. Department of Psychological and Brain Sciences 317 Life Sciences, University of Louisville Louisville, KY 40292-0001. [email protected] ERP Peaks Review 2 Linking Brainwaves To The Brain: An ERP Primer Alexandra Fonaryova Key, Guy O. Dove, and Mandy J. Maguire Abstract This paper reviews literature on the characteristics and possible interpretations of the event- related potential (ERP) peaks commonly identified in research. The description of each peak includes typical latencies, cortical distributions, and possible brain sources of observed activity as well as the evoking paradigms and underlying psychological processes. The review is intended to serve as a tutorial for general readers interested in neuropsychological research and a references source for researchers using ERP techniques. ERP Peaks Review 3 Linking Brainwaves To The Brain: An ERP Primer Alexandra P. Fonaryova Key, Guy O. Dove, and Mandy J. Maguire Over the latter portion of the past century recordings of brain electrical activity such as the continuous electroencephalogram (EEG) and the stimulus-relevant event-related potentials (ERPs) became frequent tools of choice for investigating the brain’s role in the cognitive processing in different populations. These electrophysiological recording techniques are generally non-invasive, relatively inexpensive, and do not require participants to provide a motor or verbal response. -
Long-Latency Somatosensory Evoked Potentials of the Subthalamic Nucleus in Patients with Parkinson’S Disease
RESEARCH ARTICLE Long-Latency Somatosensory Evoked Potentials of the Subthalamic Nucleus in Patients with Parkinson's Disease Carlos Trenado1,2, Saskia Elben1,2, Lena Friggemann1, Sonja Gruhn1, Stefan Jun Groiss1,2, Jan Vesper3, Alfons Schnitzler1,2, Lars Wojtecki1,2* 1 Institute of Clinical Neuroscience and Medical Psychology, Medical Faculty, Heinrich Heine University, Duesseldorf, Germany, 2 Department of Neurology, University Clinic, Heinrich Heine University, Duesseldorf, a1111111111 Germany, 3 Department of Functional and Stereotactic Neurosurgery, University Clinic, Heinrich Heine a1111111111 University, Duesseldorf, Germany a1111111111 a1111111111 * [email protected] a1111111111 Abstract Somatosensory evoked potentials (SSEPs) are a viable way to measure processing of OPEN ACCESS somatosensory information. SSEPs have been described at the scalp and the cortical level Citation: Trenado C, Elben S, Friggemann L, Gruhn by electroencephalographic, magnetoencephalographic and intracranial cortical recordings S, Groiss SJ, Vesper J, et al. (2017) Long-Latency focusing on short-latency (SL; latency<40 ms) and long-latency (LL; latency>40 ms) SSEPs Somatosensory Evoked Potentials of the as well as by deep brain stimulation (DBS) electrode studies targeting SL-SSEPs. Unfortu- Subthalamic Nucleus in Patients with Parkinson's Disease. PLoS ONE 12(1): e0168151. doi:10.1371/ nately, LL-SSEPs have not been addressed at the subcortical level aside from the fact that journal.pone.0168151 studies targeting the characteristics and generators of SSEPs have been neglected for the Editor: Robert Chen, University of Toronto, last ten years. To cope with these issues, we investigated LL-SSEPs of the subthalamic CANADA nucleus (STN) in twelve patients with Parkinson's disease (PD) that underwent deep brain Received: June 5, 2016 stimulation (DBS) treatment. -
P50 Potential-Associated Gamma Band Activity: Modulation by Distraction
Short communication Acta Neurobiol Exp 2012, 72: 102–109 P50 potential-associated gamma band activity: Modulation by distraction Inga Griskova-Bulanova1, 2 *, Osvaldas Ruksenas3, Kastytis Dapsys1, 3, Valentinas Maciulis1, and Sidse M. Arnfred4 1Department of Electrophysiological Treatment and Investigation Methods, Vilnius Republican Psychiatric Hospital, Vilnius, Lithuania, *Email: [email protected]; 2Department of Psychology, Mykolas Romeris University, Vilnius, Lithuania; 3Department of Biochemistry-Biophysics, Vilnius University, Vilnius, Lithuania; 4Psychiatric Center Ballerup, University Hospital of Copenhagen, Copenhagen, Denmark We aimed to evaluate the effect of changing attentional demands towards stimulation in healthy subjects on P50 potential- related high-frequency beta and gamma oscillatory responses, P50 and N100 peak amplitudes and their gating measures. There are no data showing effect of attention on P50 potential-related beta and gamma oscillatory responses and previous results of attention effects on P50 and N100 amplitudes and gating measures are inconclusive. Nevertheless the variation in the level of attention may be a source of variance in the recordings as well as it may provide additional information about the pathology under study. Nine healthy volunteers participated in the study. A standard paired stimuli auditory P50 potential paradigm was applied. Four stimulation conditions were selected: focused attention (stimuli pair counting), unfocused attention (sitting with open eyes), easy distraction (reading a magazine article), and difficult distraction (searching for Landolt rings with appropriate gap orientation). Time-frequency responses to both S1 and S2 were evaluated in slow beta (13–16 Hz, 45–175 ms window); fast beta (20–30 Hz, 45–105 ms window) and gamma (32–46 Hz, 45–65 ms window) ranges. -
Impaired P50 Sensory Gating in Machado-Joseph Disease
Clinical Neurophysiology 115 (2004) 2231–2235 www.elsevier.com/locate/clinph Impaired P50 sensory gating in Machado-Joseph disease Eduardo S. Ghisolfia,c,d,*, Gustavo H.B. Maegawae, Jefferson Beckerf,g, Ana Paula Zanardoa, Ivo M. Strimitzer Jr.a, Alexandre S. Prokopiuka, Maria Luiza Pereiraa,e, Thiago Carvalhoa, Laura B. Jardimb,e, Diogo R. Larad aDepartamento de Bioquı´mica da Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil bDepartamento de Medicina Interna da Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil cDepartamento de Cieˆncia da Sau´de da Universidade Regional Integrada do Alto Uruguai e das Misso˜es, campus de Frederico Westphalen, Frederico Westphalen, Brazil dDepartamento de Cieˆncias Fisiolo´gicas, Faculdade de Biocieˆncias, Pontifı´cia Universidade Cato´lica do Rio Grande do Sul (PUCRS), Av. Ipiranga, 6681, Pre´dio 12A, Caixa Postal 1429, 90619-900 Porto Alegre, RS, Brazil eServic¸o de Gene´tica Me´dica do Hospital de Clı´nicas de Porto Alegre, Porto Alegre, Brazil fServic¸o de Neurologia do Hospital de Clı´nicas de Porto Alegre, Porto Alegre, Brazil gUnidade de Neurofisiologia da Universidade Luterana do Brasil, Canoas, Brazil Accepted 25 April 2004 Available online 25 June 2004 Abstract Objective: Machado-Joseph disease (MJD), an autosomal dominant spinocerebellar degeneration caused by an expanded CAG repeat on chromosome 14q32.1, is a disorder with wide range of neurological findings and brain regions involved. Studies evaluating neurophysiological parameters related to sensory gating in MJD are lacking. Methods: This study intends to investigate P50 suppression, an auditory mid-latency evoked potential in a test-conditioning paradigm, considered as an index of sensory gating function. -
The Meaning of P50 Suppression : Interaction of Gamma and Alpha Waves
ORIGINAL ARTICLE ISSN 1225-8709 / eISSN 2005-7571 Korean J Biol Psychiatry 2014;21(4):168-174 The Meaning of P50 Suppression : Interaction of Gamma and Alpha Waves 1 1,2 Kyungjun Lee, MD, Ung Gu Kang, MD 1Department of Neuropsychiatry, Seoul National University Hospital, Seoul, Korea 2Department of Psychiatry and Behavioral Science, Seoul National University College of Medicine, Seoul, Korea ObjectivesZZSensory gating dysfunctions in patients with schizophrenia and bipolar disorder have been investigated through two sim- ilar methods ; P50 suppression and prepulse inhibition paradigms. However, recent studies have demonstrated that the two measures are not correlated but rather constitute as distinct neural processes. Recent studies adopting spectral frequency analysis suggest that P50 suppression reflects the interaction between gamma and other frequency bands. The aim of the present study is to investigate which fre- quency component shows more significant interaction with gamma band. MethodsZZA total of 108 mood disorder patients and 36 normal subjects were included in the study. The P50 responses to conditioning and test stimuli with an intra-pair interval of 500 msec were measured in the study population. According to P50 ratio (amplitude to the test stimulus/amplitude to the conditioning stimulus), the subjects with P50 ratio less than 0.2 were defined as suppressed group (SG) ; non-suppressed group (NSG) consisted of P50 ratio more than 0.8. Thirty-five and 25 subjects were included in SG and NSG, re- spectively. Point-to-point correlation coefficients (PPCCs) of both groups were calculated between two time-windows : the first window (S1) was defined as the time-window of one hundred millisecond after the conditioning auditory stimulus and the second window (S2) was defined as the time-window of 100 msec after the test auditory stimulus. -
Evidence from the P3 Wave and the Lateralized Readiness Potential
Psychophysiology, 46 (2009), 776–786. Wiley Periodicals, Inc. Printed in the USA. Copyright r 2009 Society for Psychophysiological Research DOI: 10.1111/j.1469-8986.2009.00817.x Impaired response selection in schizophrenia: Evidence from the P3 wave and the lateralized readiness potential STEVEN J. LUCK,a EMILY S. KAPPENMAN,a REBECCA L. FULLER,b BENJAMIN ROBINSON,b ANN SUMMERFELT,b and JAMES M. GOLDb aUniversity of California, Davis, California, USA bMaryland Psychiatric Research Center, Baltimore, Maryland, USA Abstract Reaction times (RTs) are substantially prolonged in schizophrenia patients, but the latency of the P3 component is not. This suggests that the RT slowing arises from impairments in a late stage of processing. To test this hypothesis, 20 schizophrenia patients and 20 control subjects were tested in a visual oddball paradigm that was modified to allow measurement of the lateralized readiness potential (LRP), an index of stimulus-response translation processes. Difference waves were used to isolate the LRP and the P3 wave. Patients and control subjects exhibited virtually identical P3 difference waves, whereas the LRP difference wave was reduced in amplitude and delayed in latency in the patients. These results indicate that, at least in simple tasks, the delayed RTs observed in schizophrenia are primarily a consequence of impairments in the response selection and preparation processes that follow perception and catego- rization. Descriptors: Schizophrenia, P3, Lateralized readiness potential, LRP Although delusions and hallucinations are the most dramatic slowing in schizophrenia led the field to largely abandon the features of schizophrenia, this disorder is also accompanied by investigation of this robust empirical finding. -
The Learning-Oddball Paradigm: Data of 24 Separate Individuals Illustrate Its Potential Usefulness As a New Clinical Tool ⇑ Marijtje L.A
Clinical Neurophysiology 124 (2013) 514–521 Contents lists available at SciVerse ScienceDirect Clinical Neurophysiology journal homepage: www.elsevier.com/locate/clinph The learning-oddball paradigm: Data of 24 separate individuals illustrate its potential usefulness as a new clinical tool ⇑ Marijtje L.A. Jongsma a,c, , Clementina M. van Rijn a, Niels J.H.M. Gerrits a, Tom Eichele b, Bert Steenbergen c, Joseph H.R. Maes a, Rodrigo Quian Quiroga d,e a Donders Institute for Brain, Cognition, and Behavior, DCC, Radboud University Nijmegen, Montessorilaan 3, 6525 HR Nijmegen, The Netherlands b Department of Biological and Medical Psychology, Division of Cognitive Neuroscience, University of Bergen, Building for Basic Biological Research, Jonas Lies vei 91, N-5009 Bergen, Norway c Behavioural Science Institute, Radboud University Nijmegen, Montessorilaan 3, 6525 HR Nijmegen, The Netherlands d Department of Engineering, University of Leicester, LE1 7RH Leicester, United Kingdom e Leibniz Institute for Neurobiology, University of Magdeburg, Germany article info highlights Article history: An ERP study using a learning-oddball paradigm was employed to assess pattern detection in individual Accepted 4 September 2012 participants. Available online 10 October 2012 ERP changes across learning trials corresponded to sigmoid curves that could be established in each individual participant. Keywords: The ERP/learning-oddball paradigm implicates a potential tool for assessing pattern detection capacities ERP in individuals. Single-trial Pattern detection N2 abstract P3 Individuality Objective: In a previous article reporting group data, we presented event-related potentials (ERPs), which were evoked by randomly presented target stimuli in a ‘learning-oddball’ task. These ERPs contained a large N2-P3 complex that decreased and a Contingent Negative Variation (CNV) that increased when the targets were presented in a regular fashion. -
Sensory Gating Endophenotype Based on Its Neural Oscillatory Pattern and Heritability Estimate
ORIGINAL ARTICLE Sensory Gating Endophenotype Based on Its Neural Oscillatory Pattern and Heritability Estimate L. Elliot Hong, MD; Ann Summerfelt, BS; Braxton D. Mitchell, PhD; Robert P. McMahon, PhD; Ikwunga Wonodi, MD; Robert W. Buchanan, MD; Gunvant K. Thaker, MD Context: The auditory sensory gating deficit has been con- first-degree relatives (n=74), and control participants from sidered a leading endophenotype in schizophrenia. How- the community (n=70). ever, the commonly used index of sensory gating, P50, has low heritability in families of people with schizophrenia, Main Outcome Measures: Gating of frequency- raising questions about its utility in genetic studies. We hy- specific oscillatory responses, gating of the P50 wave, and pothesized that the sensory gating deficit may occur in a their heritability estimates. specific neuronal oscillatory frequency that reflects the un- derlying biological process of sensory gating. Frequency- Results: Gating of the -␣–band responses of the con- specific sensory gating may be less complex than the P50 trol participants were significantly different from those response, and therefore closer to the direct genetic effects, with schizophrenia (PϽ.001) and their first-degree and thus a more valid endophenotype. relatives (P=.04 to .009). The heritability of -␣–band gating was estimated to be between 0.49 and 0.83 and Objectives: To compare the gating of frequency- was at least 4-fold higher than the P50 heritability esti- specific oscillatory responses with the gating of P50 and mate. to compare their heritabilities. Conclusions: Gatingofthe-␣–frequency oscillatory sig- Design: We explored single trial–based oscillatory gat- nal in the paired-click paradigm is more strongly asso- ing responses in people with schizophrenia, their rela- ciated with schizophrenia and has significantly higher tives, and control participants from the community. -
Education Level Is Associated with Specific N200 and P300 Profiles Reflecting Higher Cognitive Functioning
Journal of Advances in Medical and Pharmaceutical Sciences 10(4): XX-XX, 2016; Article no.JAMPS.29783 ISSN: 2394-1111 SCIENCEDOMAIN international www.sciencedomain.org Education Level is Associated with Specific N200 and P300 Profiles Reflecting Higher Cognitive Functioning Rumaisa Abu Hasan 1, Faruque Reza 1 and Tahamina Begum 2* 1Faculty of Biosciences and Medical Engineering, Universiti Teknologi Malaysia, 81310 Johor Bahru, Johor, Malaysia. 2Department of Neurosciences, School of Medical Sciences, Universiti Sains Malaysia, 16150 Kubang Kerian, Kota Bharu, Kelantan, Malaysia. Authors’ contributions This work was carried out in collaboration among all authors. Authors FR and TB designed the study, wrote the protocol, guided the data collection and performed the statistical analysis. Authors RAH and TB performed the data acquisition and literature review. Author RAH wrote the first draft of the manuscript. Authors TB and FR reviewed the final manuscript. All authors read and approved the final manuscript. Article Information DOI: 10.9734/JAMPS/2016/29783 Editor(s): (1) (2) Reviewers: (1) (2) (3) Complete Peer review History: Received 29 th September 2016 Accepted 7th November 2016 Original Research Article th Published 19 November 2016 ABSTRACT Background: While different colors are commonly used during neuropsychological assessments, there is a general lack of information about the influence of education on color processing, which could affect the results of neuropsychological testing. Higher education is directly related to higher cognitive functions. Therefore, we investigated educational influences on color processing in different tasks using reaction times (RTs) in an event-related potential (ERP) study. Methods: A 128-sensor net was used for the ERP study with participants from low (G1), medium (G2) and high (G3) educational groups (n=17 per group).