in which stimulus features are used to model brain activity, and “Decoding” models, in which neural features are used to generated a stimulus output. Here we review the current state of encoding and ...

This is a short collection of notebooks describing how to create encoding and decoding models of cognitive neuroscience. It accompanies the journal article Encoding and Decoding in Cognitive ...

Establishing tight links between cognitive function and neural activity ... Two related approaches have been developed over the past decades to model neural representation -- encoding and decoding ...

First, the current decoding algorithms based on deep generative models always struggle with information losses, which may cause blurry reconstruction. Second, most studies model the neural encoding ...

An equally likely hypothesis seemed to be that they were positions cells that are linearly encoding the ... evidence that this decoding mechanism is relevant for the brain, since this seems to be ...

This is a short collection of notebooks describing how to create encoding and decoding models of cognitive neuroscience. It accompanies the journal article Encoding and Decoding in Cognitive ...