Yosef Singer

This study shows that a recurrent neural network optimized for predicting sensory inputs explains the functional and anatomical connectivity patterns in primary visual cortex.

The paper shows that hierarchical temporal prediction explains changes in neuronal tuning for motion from retina to higher visual cortex.

This study shows that sensory cortex neurons are tuned to features that best predict future inputs, as demonstrated by neural networks trained to predict video/audio frames.