Emergence of Sparse Coding, Balance and Decorrelation from a Biologically-Grounded Spiking Neural Network Model of Learning in the Primary Visual Cortex
Marko A. Ruslim, M. Spencer, Hinze Hogendoorn, Hamish Meffin A, Yanbo Lian, Anthony Neville Burkitt
This study shows that a biologically grounded spiking neural network model of V1 learning exhibits sparse coding, balance, and decorrelation as emergent properties.
PLoS Computational Biology · Nov 21, 2025Peer-reviewedNeuroscience