(Q36355061)

13 August 2017

Representational models: A common framework for understanding encoding, pattern-component, and representational-similarity analysis (English)

1 reference

13 August 2017

Nikolaus Kriegeskorte

series ordinal

2

1 reference

13 August 2017

1

0 references

publication date

24 April 2017

1 reference

PLOS Computational Biology

13 August 2017

1 reference

13 August 2017

13

1 reference

13 August 2017

4

1 reference

13 August 2017

e1005508

1 reference

Creative Commons Attribution 4.0 International

13 August 2017

start time

24 April 2017

1 reference

April 2022 Public Data File from Crossref

copyright status

copyrighted

0 references

cites work

Fixed versus mixed RSA: Explaining visual representations by fixed and mixed feature sets from shallow and deep computational models

1 reference

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Could a Neuroscientist Understand a Microprocessor?

30 September 2017

1 reference

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Inferring brain-computational mechanisms with models of activity measurements

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Natural speech reveals the semantic maps that tile human cerebral cortex

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Demixed principal component analysis of neural population data

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

A synergy-based hand control is encoded in human motor cortical areas

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Distinct Cortical Pathways for Music and Speech Revealed by Hypothesis-Free Voxel Decomposition

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Visual features as stepping stones toward semantics: Explaining object similarity in IT and perception with non-negative least squares

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Deep supervised, but not unsupervised, models may explain IT cortical representation

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

A toolbox for representational similarity analysis

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Resolving human object recognition in space and time.

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Representational geometry: integrating cognition, computation, and the brain

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

How does the brain solve visual object recognition?

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Pattern-information analysis: from stimulus decoding to computational-model testing

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

How advances in neural recording affect data analysis

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Comparing the similarity and spatial structure of neural representations: a pattern-component model

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Encoding and decoding in fMRI

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

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

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Matching categorical object representations in inferior temporal cortex of man and monkey

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Representational similarity analysis - connecting the branches of systems neuroscience

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Machine learning classifiers and fMRI: a tutorial overview

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Predicting human brain activity associated with the meanings of nouns

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Identifying natural images from human brain activity

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Population receptive field estimates in human visual cortex

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Analyzing for information, not activation, to exploit high-resolution fMRI.

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Beyond mind-reading: multi-voxel pattern analysis of fMRI data

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Information-based functional brain mapping

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Invariant visual representation by single neurons in the human brain

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Decoding the visual and subjective contents of the human brain

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Partially distributed representations of objects and faces in ventral temporal cortex

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Distributed and overlapping representations of faces and objects in ventral temporal cortex

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Neural representation and the cortical code

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Random-effects models for longitudinal data

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Neuronal population coding of movement direction

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Modeling and analysis of mechanisms underlying fMRI-based decoding of information conveyed in cortical columns

30 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

How does an fMRI voxel sample the neuronal activity pattern: compact-kernel or complex spatiotemporal filter?

29 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Explicit information for category-orthogonal object properties increases along the ventral stream.

29 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Reliability of dissimilarity measures for multi-voxel pattern analysis.

22 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Hand use predicts the structure of representations in sensorimotor cortex.

22 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

The neural code for face orientation in the human fusiform face area.

22 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

A comparison of volume-based and surface-based multi-voxel pattern analysis.

22 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

The statistics of natural hand movements

22 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Bayesian decoding of brain images.

22 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Untangling invariant object recognition.

22 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Fast readout of object identity from macaque inferior temporal cortex.

22 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Motor cortex neural correlates of output kinematics and kinetics during isometric-force and arm-reaching tasks.

22 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Analysis of fMRI time-series revisited--again.

22 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

Systematic changes in directional tuning of motor cortex cell activity with hand location in the workspace during generation of static isometric forces in constant spatial directions.

22 September 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

On the Problem of the Most Efficient Tests of Statistical Hypotheses

22 September 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PCBI.1005508

The use of multiple measurements in taxonomic problems

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PCBI.1005508

Analysis of fMRI Time-Series Revisited

21 January 2018

2 references

https://api.crossref.org/works/10.1371%2FJOURNAL.PCBI.1005508

21 January 2018

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=5421820

That BLUP is a Good Thing: The Estimation of Random Effects

21 October 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PCBI.1005508

Generalized Cross-Validation as a Method for Choosing a Good Ridge Parameter

21 January 2018

1 reference

https://api.crossref.org/works/10.1371%2FJOURNAL.PCBI.1005508

Representational dynamics of object vision: the first 1000 ms

21 January 2018

1 reference

PubMed

https://pubmed.ncbi.nlm.nih.gov/28437426

inferred from PubMed ID database lookup

12 December 2020

based on heuristic

Identifiers

DOI

10.1371/JOURNAL.PCBI.1005508

1 reference

journals/ploscb/DiedrichsenK17

13 August 2017

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

13 August 2017

1 reference

PMCID

5421820