Vidya Sudevan

A Two-Stage Biologically Inspired Robot Navigation Framework via Reward-Modulated STDP and Obstacle-State Encoding

This article presents a two-stage, biologically inspired neuromorphic framework for autonomous robot navigation in cluttered environments. The proposed architecture combines unsupervised spiking neural network (SNN)-based sensory abstraction with reward-modulated spike-timing-dependent plasticity (R