Sparse Coding by Spiking Neural Networks: Convergence Theory and Computational Results

Ping Tak Peter Tang, Tsung-Han Lin, Mike Davies

In a spiking neural network (SNN), individual neurons operate autonomously and only communicate with other neurons sparingly and asynchronously via spike signals. These characteris…