Sparse logistic regression for whole-brain classification of fMRI data. (Q30386116)

17 September 2017

Sparse logistic regression for whole-brain classification of fMRI data. (English)

1 reference

logistic regression model

17 September 2017

1 reference

based on heuristic

inferred from title

functional magnetic resonance imaging

1 reference

1

Srikanth Ryali

0 references

Vinod Menon

object named as

Vinod Menon

4

0 references

author name string

Srikanth Ryali

1

1 reference

17 September 2017

Kaustubh Supekar

2

1 reference

17 September 2017

Daniel A Abrams

3

1 reference

17 September 2017

language of work or name

English

0 references

publication date

24 February 2010

1 reference

17 September 2017

1 reference

17 September 2017

51

1 reference

17 September 2017

2

1 reference

17 September 2017

752-764

1 reference

Decoding temporal structure in music and speech relies on shared brain resources but elicits different fine-scale spatial patterns

17 September 2017

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2856747

A hybrid SVM-GLM approach for fMRI data analysis

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2856747

Interpreting single trial data using groupwise regularisation

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2856747

Machine learning classifiers and fMRI: a tutorial overview

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2856747

Selective attention to semantic and syntactic features modulates sentence processing networks in anterior temporal cortex

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2856747

Sparse estimation automatically selects voxels relevant for the decoding of fMRI activity patterns

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2856747

The impact of temporal compression and space selection on SVM analysis of single-subject and multi-subject fMRI data

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2856747

From air oscillations to music and speech: functional magnetic resonance imaging evidence for fine-tuned neural networks in audition.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2856747

Information-based functional brain mapping

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2856747

Classifying brain states and determining the discriminating activation patterns: Support Vector Machine on functional MRI data

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2856747

Predicting the orientation of invisible stimuli from activity in human primary visual cortex

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2856747

Musical structure is processed in "language" areas of the brain: a possible role for Brodmann Area 47 in temporal coherence.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2856747

The role of left inferior frontal and superior temporal cortex in sentence comprehension: localizing syntactic and semantic processes

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2856747

Bach speaks: a cortical "language-network" serves the processing of music.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2856747

Interpretable classifiers for FMRI improve prediction of purchases.

20 June 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2856747

"Who" is saying "what"? Brain-based decoding of human voice and speech

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2856747

Prediction and interpretation of distributed neural activity with sparse models

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2856747

Combining multivariate voxel selection and support vector machines for mapping and classification of fMRI spatial patterns.

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2856747

Reading hidden intentions in the human brain

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2856747

Sparse multinomial logistic regression: fast algorithms and generalization bounds

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2856747

Response of anterior temporal cortex to syntactic and prosodic manipulations during sentence processing.

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2856747

Functional magnetic resonance imaging (fMRI) "brain reading": detecting and classifying distributed patterns of fMRI activity in human visual cortex

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2856747

Systematic regularization of linear inverse solutions of the EEG source localization problem

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2856747

Self‐navigated spiral fMRI: Interleaved versus single‐shot

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2856747

26 November 2018

1 reference

https://eutils.ncbi.nlm.nih.gov/entrez/eutils/elink.fcgi?dbfrom=pmc&linkname=pmc_refs_pubmed&retmode=json&id=2856747

10.1016/J.NEUROIMAGE.2010.02.040

26 November 2018

Identifiers

DOI

1 reference

journals/neuroimage/RyaliSAM10

17 September 2017

1 reference

DBLP Dataset 2021-01-02

28 January 2021

1 reference

17 September 2017

PubMed publication ID

20188193

1 reference