An Online Learning Algorithm for Neuromorphic Hardware Implementation

Chetan Singh Thakur, Runchun Wang, Saeed Afshar +4

We propose a sign-based online learning (SOL) algorithm for a neuromorphic hardware framework called Trainable Analogue Block (TAB). The TAB framework utilises the principles of ne…