Formation of cell assemblies with iterative winners-take-all computation and excitation-inhibition balance

Viacheslav Osaulenko, Danylo Ulianych

This paper targets the problem of encoding information into binary cell assemblies. Spiking neural networks and k-winners-take-all models are two common approaches, but the first i…