Shantanu Chakrabartty

This paper introduces a spiking neuron and population model based on Growth Transform dynamical systems, enabling independent control of neurodynamical properties and efficient spiking associative memory.

This paper introduces a novel spiking neuron model called the Growth Transform (GT) neuron and demonstrates its application for spike-based auditory signal processing, showing stable and interpretable network dynamics.