Recurrent Connections in the Primate Ventral Visual Stream Mediate a Trade-Off Between Task Performance and Network Size During Core Object Recognition.
Aran NayebiJavier Sagastuy-BreñaDaniel M. BearKohitij KarJonas KubiliusSurya GanguliDavid SussilloJames J. DiCarloDaniel L. K. YaminsPublished in: Neural Comput. (2022)
Keyphrases
- network size
- visual processing
- trade off
- object recognition
- biologically motivated
- selective attention
- feed forward
- visual cortex
- visual information
- receptive fields
- activation function
- network structure
- cortical areas
- communication cost
- natural images
- data streams
- primary visual cortex
- recurrent neural networks
- computer vision
- saliency map
- neural nets
- network parameters
- vision system
- machine learning
- neural network
- visual attention
- data distribution