Dynamic discrimination analysis: A spatial–temporal SVM

The Nature of Statistical Learning Theory

1995 • 38,742 citations

Untitled

1998 • 16,227 citations

A training algorithm for optimal margin classifiers

1992 • 11,054 citations

The Application of Electronic Computers to Factor Analysis

1960 • 10,852 citations

Statistical parametric maps in functional imaging: A general linear approach

1994 • 9,606 citations

The Nature of Statistical Learning Theory

1996 • 4,437 citations

Learning with Kernels

2002 • 3,616 citations

Information-based functional brain mapping

2006 • 2,163 citations

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

2003 • 1,072 citations

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

2005 • 880 citations

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

2005 • 713 citations

Learning to Decode Cognitive States from Brain Images

2004 • 670 citations

Classifying spatial patterns of brain activity with machine learning methods: Application to lie detection

2005 • 479 citations

Spectro-Temporal Response Field Characterization With Dynamic Ripples in Ferret Primary Auditory Cortex

2001 • 438 citations

Amygdala–Hippocampal Involvement in Human Aversive Trace Conditioning Revealed through Event-Related Functional Magnetic Resonance Imaging

1999 • 400 citations

Support vector machines for temporal classification of block design fMRI data

2005 • 380 citations

Patterns of Activity in the Categorical Representations of Objects

2003 • 254 citations

Patterns of Activity in the Categorical Representations of Objects

2003 • 206 citations

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

2006 • 129 citations

Training fMRI Classifiers to Detect Cognitive States across Multiple Human Subjects

2003 • 55 citations

Separability of spatiotemporal spectra of image sequences

1992 • 24 citations