Supplementary Web Material - Object decoding with attention in inferior temporal cortex

Object decoding with attention in inferior temporal cortex

Ying Zhang ^1,2, Ethan M. Meyers^1,2, Narcisse P. Bichot^1,2, Thomas Serre^1,2,3, Tomaso Poggio^1,2, Robert Desimone^1,2

1. Department of Brain and Cognitive Sciences, MIT; 2. The McGovern Institute for Brain Research, MIT; 3. Department of Cognitive, Linguistic and Psychological Sciences, Brown University

Supplementary Web Material

Methods

Comparison of different classifiers

Results as a function of the number of neurons

Results using/excluding the best neurons

Additional Results

Confusion matrices

Single neuron results

Using different positions to train and test the classifier

Additional results from the 7 object stimulus set

Single neuron results on the effects of attention on firing rates

Stationarity of the neural code

Basic position invariance results

Position and identity enhancement with attention

Links

Link to the Neural Decoding Toolbox