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

författare

David M Kaplan

1966 -

publicerad i: British Journal for the Philosophy of Science

utgivningsår: 2017-09-06

huvudämne: multivariat statistik

Refererar artiklar 66

Datum

Titel

Författare

2016-01-01

Dissociations and Associations between Shape and Category Representations in the Two Visual Pathways

Stefania Bracci
2016-10-01

Is neuroimaging measuring information in the brain?

Vebjørn Ekroll
2016-02-16

Perceptual similarity of visual patterns predicts dynamic neural activation patterns measured with MEG.

Tijl Grootswagers, Thomas A Carlson, Susan G. Wardle, Seyed-Mahdi Khaligh-Razavi
2016-04-28

Neural Decoding and "Inner" Psychophysics: A Distance-to-Bound Approach for Linking Mind, Brain, and Behavior

Thomas A Carlson
2016-12-21

Edge-Related Activity Is Not Necessary to Explain Orientation Decoding in Human Visual Cortex.

Susan G. Wardle, J Brendan Ritchie, Kiley Seymour, Thomas A Carlson
2015-02-07

Neural population coding: combining insights from microscopic and mass signals

Stefano Panzeri, Christoph Kayser, Joachim Gross
2015-02-01

Single-unit recordings in the macaque face patch system reveal limitations of fMRI MVPA

Julien Dubois
2015-06-24

Emerging Object Representations in the Visual System Predict Reaction Times for Categorization

Thomas A Carlson
2014-02-16

Do we understand high-level vision?
2014-03-02

Characterizing the dynamics of mental representations: the temporal generalization method
2014-04-21

What do differences between multi-voxel and univariate analysis mean? How subject-, voxel-, and trial-level variance impact fMRI analysis

Karen F. LaRocque, Russell A. Poldrack, Jeanette A. Mumford
2014-06-01

Orientation decoding in human visual cortex: new insights from an unbiased perspective

Thomas A Carlson
2014-06-25

Decoding neural representational spaces using multivariate pattern analysis

Andrew C Connolly, J. Swaroop Guntupalli, James V. Haxby
2014-09-01

Motion direction biases and decoding in human visual cortex

Helena X Wang, Elisha P Merriam, David Heeger
2014-09-30

The animacy continuum in the human ventral vision pathway

J. Swaroop Guntupalli, Yaroslav O. Halchenko, Andrew C Connolly, James V. Haxby
2013-02-26

Quantifying the internal structure of categories using a neural typicality measure.

Russell A. Poldrack
2013-03-22

Human Object-Similarity Judgments Reflect and Transcend the Primate-IT Object Representation

Nikolaus Kriegeskorte, Peter A. Bandettini, Rainer Goebel, Marieke Mur, Jerzy Bodurka
2013-06-05

Measuring neural representations with fMRI: practices and pitfalls

Russell A. Poldrack
2013-07-19

Representational geometry: integrating cognition, computation, and the brain

Nikolaus Kriegeskorte, Rogier A Kievit
2013-09-03

Reaction time for object categorization is predicted by representational distance

Nikolaus Kriegeskorte, Thomas A Carlson
2012-01-09

Which "neural activity" do you mean? fMRI, MEG, oscillations and neurotransmitters
2012-08-15

Multivariate pattern analysis of fMRI: the early beginnings

James V. Haxby
2012-07-26

Mechanisms of neuronal computation in mammalian visual cortex
2012-07-01

Less is more: expectation sharpens representations in the primary visual cortex.

Peter Kok, Floris P de Lange
2012-10-04

The retinotopic organization of striate cortex is well predicted by surface topology

Geoffrey Karl Aguirre, David H. Brainard
2011-03-01

Orientation decoding depends on maps, not columns
2011-06-01

Attention improves encoding of task-relevant features in the human visual cortex
2011-09-19

Decoding patterns of human brain activity
2010-04-18

Multi-voxel coding of stimuli, rules, and responses in human frontoparietal cortex.

Daniel Bor, Alexandra Woolgar
2010-06-10

Global and local fMRI signals driven by neurons defined optogenetically by type and wiring

Karl Deisseroth, Feng Zhang, Viviana Gradinaru, Inbal Goshen, Charu Ramakrishnan, Dae-Shik Kim, Lief E Fenno, Rémy Durand
2010-05-23

Comparison of multivariate classifiers and response normalizations for pattern-information fMRI

Nikolaus Kriegeskorte, Peter A. Bandettini
2010-08-04

Encoding and decoding in fMRI

Kendrick Kay, Shinji Nishimoto, Jack L. Gallant

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