Suchergebnisse - multivariate decoding analysis~

Brain-wide decoding of numbers and letters: Converging evidence from multivariate fMRI analysis and probabilistic meta-analysis.

Autoren: Liu, Ruizhe Chang, Hyesang El-Said, Dawlat et al.

Quelle: Cortex: A Journal Devoted to the Study of the Nervous System & Behavior. Aug2025, Vol. 189, p256-274. 19p.

Schlagwörter: Multivariate analysis

Decoding genetic diversity in Withania somnifera: A molecular approach using ISSR primers and multivariate analysis

Autoren: Singh, Neha Singh, Nisha Singh, R J Anita et al.

Quelle: Electronic Journal of Plant Breeding 16(3):394-401. 2025

Decoding the Brain: Neural Representation and the Limits of Multivariate Pattern Analysis in Cognitive Neuroscience

Autoren: Ritchie, J. Brendan Kaplan, David M. Klein, Colin

Quelle: Ritchie, J. Brendan and Kaplan, David M. and Klein, Colin (2016) Decoding the Brain: Neural Representation and the Limits of Multivariate Pattern Analysis in Cognitive Neuroscience. [Preprint]

Dateibeschreibung: text

Relation: https://philsci-archive.pitt.edu/12915/

Multivariate pattern analysis: brain decoding

Autoren: Schrouff, Jessica Phillips, Christophe GIGA CRC (Cyclotron Research Center) In vivo Imaging-Aging & Memory - ULiège et al.

Weitere Verfasser: Schrouff, Jessica Phillips, Christophe GIGA CRC (Cyclotron Research Center) In vivo Imaging-Aging & Memory - ULiège et al.

Quelle: Coma and altered states of consciousness, 41-48 (2012)

Schlagwörter: Machine learning, Neuroimaging data, Introduction, Human health sciences, Engineering, computing & technology, Electrical & electronics engineering, Neurology, Sciences de la santé humaine, Ingénierie, informatique & technologie, Ingénierie électrique & électronique, Neurologie

Relation: http://www.amazon.com/Coma-%C3%A9tats-conscience-alt%C3%A9r%C3%A9e-French/dp/2817801261

Zugangs-URL: https://orbi.uliege.be/handle/2268/107327

Neural representations for multi-context visuomotor adaptation and the impact of common representation on multi-task performance: a multivariate decoding approach.

Autoren: Youngjo Song Wooree Shin Pyeongsoo Kim et al.

Quelle: Frontiers in Human Neuroscience; 2023, p01-22, 22p

Schlagwörter: MICE (Computers), MOTOR learning, VISUOMOTOR coordination, MOTOR ability, TASK performance, MULTIVARIATE analysis, DATA analysis

Univariate and Multivariate Pattern Analysis Reveals the Effects of Negative Body Image at Fatness on Food-Related Inhibitory Control.

Autoren: Xu, Zihan Xu, Yuchan Han, Junyao et al.

Quelle: Nutrients. Aug2025, Vol. 17 Issue 15, p2555. 13p.

Motor imagery and self-recognition from actions

Autoren: Kadambi, A Lu, H Monti, M et al.

Quelle: NeuroImage. 321

Schlagwörter: 32 Biomedical and Clinical Sciences (for-2020), 42 Health Sciences (for-2020), Mental health (hrcs-hc), Neurological (hrcs-hc), Action observation, Biological Motion, Body movements, Functional neuroimaging, Multivariate Pattern Analysis, Self-recognition, 11 Medical and Health Sciences (for), 17 Psychology and Cognitive Sciences (for), Neurology & Neurosurgery (science-metrix), 32 Biomedical and clinical sciences (for-2020), 42 Health sciences (for-2020)

Dateibeschreibung: application/pdf

Zugangs-URL: https://escholarship.org/uc/item/61q4h616
https://escholarship.org/content/qt61q4h616/qt61q4h616.pdf

Decoding of Electroencephalogram Signals Shows No Evidence of a Neural Signature for Subitizing in Sequential Numerosity.

Autoren: Fornaciai, Michele Park, Joonkoo

Quelle: Journal of Cognitive Neuroscience. Aug2021, Vol. 33 Issue 8, p1535-1548. 14p. 1 Chart, 6 Graphs.

Schlagwörter: *ELECTROENCEPHALOGRAPHY, *MULTIVARIATE analysis, *EVIDENCE

The effect of familiarity and repetition on neural activity during visual face perception.

Autoren: Ghorbani, Fatemeh Rakotonirainy, Andry Elhenawy, Mohammed

Quelle: Biocybernetics & Biomedical Engineering. Jul2025, Vol. 45 Issue 3, p399-413. 15p.

Schlagwörter: Face perception, Familiarity (Psychology), Cerebral dominance, Neurophysiology, Multilevel models, Cognitive psychology, Evoked potentials (Electrophysiology)

Decoding across sensory modalities reveals common supramodal signatures of conscious perception

Autoren: Gianpaolo Demarchi Marco Fuscà Gaëtan Sanchez et al.

Weitere Verfasser: Gianpaolo Demarchi Marco Fuscà Gaëtan Sanchez et al.

Quelle: Proc Natl Acad Sci U S A

Schlagwörter: magnetoencephalography, Adult, Male, 0301 basic medicine, perceptionnear-threshold stimulation, Consciousness, consciousness, 03 medical and health sciences, 0302 clinical medicine, Physical Stimulation, Humans, 2. Zero hunger, Brain Mapping, Brain, Magnetoencephalography, Biological Sciences, Acoustic Stimulation, Touch Perception, Touch, Multivariate Analysis, Auditory Perception, Visual Perception, multivariate decoding analysis, Female, Perception, Photic Stimulation

Zugangs-URL: https://www.biorxiv.org/content/biorxiv/early/2019/08/21/115535.full.pdf
https://pubmed.ncbi.nlm.nih.gov/32184331
https://www.scilit.net/article/ae26aa8ba392d49829d2c04f20c93e6a
https://pubmed.ncbi.nlm.nih.gov/32184331/
http://europepmc.org/abstract/PPR/PPR32451
https://uni-salzburg.elsevierpure.com/de/publications/decoding-across-sensory-modalities-reveals-common-supramodal-sign-4
http://eplus.uni-salzburg.at/obvusboa/content/titleinfo/4919264
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7132110
https://www.biorxiv.org/content/early/2018/09/28/115535
https://www.biorxiv.org/content/biorxiv/early/2017/03/09/115535.full.pdf
https://www.biorxiv.org/content/10.1101/115535v3
https://resolver.obvsg.at/urn:nbn:at:at-ubs:3-17659
https://doi.org/10.1073/pnas.1912584117
https://eplus.uni-salzburg.at/id/4919264

Assessing the effectiveness of spatial PCA on SVM-based decoding of EEG data

Autoren: Zhang, Guanghui Carrasco, Carlos D Winsler, Kurt et al.

Schlagwörter: Biomedical and Clinical Sciences, Health Sciences, Neurosciences, Humans, Electroencephalography, Support Vector Machine, Principal Component Analysis, Female, Male, Adult, Young Adult, Evoked Potentials, Brain, Signal Processing, Computer-Assisted, EEG, MVPA, Group-based PCA, Subject-based PCA, Dimensionality reduction, Medical and Health Sciences, Psychology and Cognitive Sciences, Neurology & Neurosurgery, Biomedical and clinical sciences, Health sciences

Dateibeschreibung: application/pdf

Zugangs-URL: https://escholarship.org/uc/item/4d26b696
https://escholarship.org/content/qt4d26b696/qt4d26b696.pdf

Decoding Continuous Variables from Neuroimaging Data: Basic and Clinical Applications

Autoren: Cohen, Jessica R Asarnow, Robert F Sabb, Fred W et al.

Quelle: Frontiers in Neuroscience. 5(JUN)

Schlagwörter: Mind and Body, Brain Disorders, Neurosciences, Basic Behavioral and Social Science, Clinical Research, Aging, Neurodegenerative, Behavioral and Social Science, Mental health, Neurological, predictive analysis, fMRI, high-dimensional regression, multivariate decoding, machine learning, Psychology, Cognitive Sciences

Dateibeschreibung: application/pdf

Zugangs-URL: https://escholarship.org/uc/item/6zb0c9qz
https://escholarship.org/content/qt6zb0c9qz/qt6zb0c9qz.pdf

Decoding Emotional Dynamics in Bipolar Disorder

Autoren: National Institute of General Medical Sciences (NIGMS) National Institutes of Health (NIH) Masaya Misaki, Associate Investigator

Weitere Verfasser: National Institute of General Medical Sciences (NIGMS) National Institutes of Health (NIH) Masaya Misaki, Associate Investigator

Quelle: Decoding Emotional Dynamics Driving Mood Instability in Bipolar Disorder
Betella A, Verschure PF. The Affective Slider: A Digital Self-Assessment Scale for the Measurement of Human Emotions. PLoS One. 2016 Feb 5;11(2):e0148037. doi: 10.1371/journal.pone.0148037. eCollection 2016.
Jubran A. Pulse oximetry. Crit Care. 2015 Jul 16;19(1):272. doi: 10.1186/s13054-015-0984-8.
Kryza-Lacombe M, Pearson N, Lyubomirsky S, Stein MB, Wiggins JL, Taylor CT. Changes in neural reward processing following Amplification of Positivity treatment for depression and anxiety: Preliminary findings from a randomized waitlist controlled trial. Behav Res Ther. 2021 Jul;142:103860. doi: 10.1016/j.brat.2021.103860. Epub 2021 Apr 15.
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Sheehan DV, Lecrubier Y, Sheehan KH, Amorim P, Janavs J, Weiller E, Hergueta T, Baker R, Dunbar GC. The Mini-International Neuropsychiatric Interview (M.I.N.I.): the development and validation of a structured diagnostic psychiatric interview for DSM-IV and ICD-10. J Clin Psychiatry. 1998;59 Suppl 20:22-33;quiz 34-57.
Misaki M, Phillips R, Zotev V, Wong CK, Wurfel BE, Krueger F, Feldner M, Bodurka J. Brain activity mediators of PTSD symptom reduction during real-time fMRI amygdala neurofeedback emotional training. Neuroimage Clin. 2019;24:102047. doi: 10.1016/j.nicl.2019.102047. Epub 2019 Oct 22.
Taylor CT, Lyubomirsky S, Stein MB. Upregulating the positive affect system in anxiety and depression: Outcomes of a positive activity intervention. Depress Anxiety. 2017 Mar;34(3):267-280. doi: 10.1002/da.22593. Epub 2017 Jan 6.
Hancock F, Cabral J, Luppi AI, Rosas FE, Mediano PAM, Dipasquale O, Turkheimer FE. Metastability, fractal scaling, and synergistic information processing: What phase relationships reveal about intrinsic brain activity. Neuroimage. 2022 Oct 1;259:119433. doi: 10.1016/j.neuroimage.2022.119433. Epub 2022 Jul 1.
Gu S, Pasqualetti F, Cieslak M, Telesford QK, Yu AB, Kahn AE, Medaglia JD, Vettel JM, Miller MB, Grafton ST, Bassett DS. Controllability of structural brain networks. Nat Commun. 2015 Oct 1;6:8414. doi: 10.1038/ncomms9414.
Misaki, M., et al. Decoding Temporal Dynamics of Emotion Regulation: Reinterpretation, Distraction, and Mindfulness. in OHBM 2025 - Annual Meeting Organization for Human Brain Mapping. 2025. Brisbane, Australia.
Du M, Zhang L, Li L, Ji E, Han X, Huang G, Liang Z, Shi L, Yang H, Zhang Z. Abnormal transitions of dynamic functional connectivity states in bipolar disorder: A whole-brain resting-state fMRI study. J Affect Disord. 2021 Jun 15;289:7-15. doi: 10.1016/j.jad.2021.04.005. Epub 2021 Apr 20.
Han KM, De Berardis D, Fornaro M, Kim YK. Differentiating between bipolar and unipolar depression in functional and structural MRI studies. Prog Neuropsychopharmacol Biol Psychiatry. 2019 Apr 20;91:20-27. doi: 10.1016/j.pnpbp.2018.03.022. Epub 2018 Mar 28.
Houenou J, Frommberger J, Carde S, Glasbrenner M, Diener C, Leboyer M, Wessa M. Neuroimaging-based markers of bipolar disorder: evidence from two meta-analyses. J Affect Disord. 2011 Aug;132(3):344-55. doi: 10.1016/j.jad.2011.03.016. Epub 2011 Apr 5.
Janiri D, Frangou S. Precision neuroimaging biomarkers for bipolar disorder. Int Rev Psychiatry. 2022 Nov-Dec;34(7-8):727-735. doi: 10.1080/09540261.2022.2106121. Epub 2022 Aug 30.
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Ortiz A, Alda M. The perils of being too stable: mood regulation in bipolar disorder. J Psychiatry Neurosci. 2018 Nov 1;43(6):363-365. doi: 10.1503/jpn.180183. No abstract available.

Neural representations for multi-context visuomotor adaptation and the impact of common representation on multi-task performance: a multivariate decoding approach.

Autoren: Song Y Shin W Kim P et al.

Quelle: Frontiers in human neuroscience [Front Hum Neurosci] 2023 Sep 26; Vol. 17, pp. 1221944. Date of Electronic Publication: 2023 Sep 26 (Print Publication: 2023).

Publikationsart: Journal Article

Info zur Zeitschrift: Publisher: Frontiers Research Foundation Country of Publication: Switzerland NLM ID: 101477954 Publication Model: eCollection Cited Medium: Print ISSN: 1662-5161 (Print) Linking ISSN: 16625161 NLM ISO Abbreviation: Front Hum Neurosci Subsets: PubMed not MEDLINE

産出語彙知識が第二言語理解に与える影響：行動及び神経認知研究

Autoren: アラル須本, ケンザ宝 水原, 啓暁 西田, 眞也 et al.

Weitere Verfasser: アラル須本, ケンザ宝 水原, 啓暁 西田, 眞也 et al.

Schlagwörter: Second language comprehenson, Vocabulary Knowledge, EEG, Decoding, Multivariate Pattern Analysis (MVPA), Generalized linear mixed model (GLMM)

Dateibeschreibung: application/pdf

Zugangs-URL: https://ndlsearch.ndl.go.jp/books/R100000039-I13731376

Degree: 博士(情報学) -- 京都大学, Kyoto University

Decoding the Temporal Structures and Interactions of Multiple Face Dimensions Using Optically Pumped Magnetometer Magnetoencephalography (OPM-MEG).

Autoren: Wei Xu Bingjiang Lyu Xingyu Ru et al.

Quelle: Journal of Neuroscience; 11/20/2024, Vol. 44 Issue 47, p1-13, 13p

Schlagwörter: MAGNETOMETERS, FACE perception, RACE, EVOKED potentials (Electrophysiology), MAGNETOENCEPHALOGRAPHY, STATISTICAL reliability

Information representation and processing in neuronal networks: from biological to artificial systems and from first to second-order statistics

Autoren: Lawrie, Sofía

Weitere Verfasser: University/Department: Universitat Pompeu Fabra. Departament de Tecnologies de la Informació i les Comunicacions

Thesis Advisors: Gilson, Matthieu, Moreno Bote, Rubén

Quelle: TDX (Tesis Doctorals en Xarxa)

Schlagwörter: Computational neuroscience, Machine learning, Neuronal representation, Statistical features, Covariance coding, Reservoir computing, Supervised learning, Classification, Multivariate time series, Bio-inspired computing, Covariance perceptron, Working memory, Neurociencia computacional, Aprendizaje automático, Representación neuronal, Propiedades estadísticas, Codificación por covarianzas, Computación de reservorios, Aprendizaje supervisado, Clasificación, Series temporales multidimensionales, Computación bio-inspirada, Perceptrón de covarianza, Memoria de trabajo

Dateibeschreibung: application/pdf

Zugangs-URL: http://hdl.handle.net/10803/673989

Sustained neural representations of personally familiar people and places during cued recall.

Autoren: Corriveau, Anna Kidder, Alexis Teichmann, Lina et al.

Quelle: Cortex: A Journal Devoted to the Study of the Nervous System & Behavior. Jan2023, Vol. 158, p71-82. 12p.

Schlagwörter: Recollection (Psychology), Magnetoencephalography, Public health, Neural circuitry, Multivariate analysis

Duets convey information about pair and individual identities in a Neotropical bird Open Access.

Autoren: Diniz, Pedro Silva-Jr, Edvaldo F Rech, Gianlucca S et al.

Quelle: Current Zoology. Aug2025, Vol. 71 Issue 4, p456-468. 13p.

Schlagworte: Duets, Individuality, Songbirds, Animal sound production, Identity (Psychology), Auditory perception, Interpersonal relations

Decoding memory processing from electro-corticography in human posteromedial cortex

Autoren: Schrouff, Jessica Foster, Brett L. Rangarajan, Vinitha et al.

Quelle: International Workshop on Pattern Recognition in Neuroimaging (2014-06); 2014 International Workshop on Pattern Recognition in Neuroimaging (PRNI), 4-6 June 2014

Schlagwörter: ECoG, multivariate pattern analysis, memory decodong, Engineering, computing & technology, Ingénierie, informatique & technologie

Zugangs-URL: https://orbi.uliege.be/handle/2268/183140