Intellectual Property India Publishes Patent Application for Event-Driven Gradient-Free Synaptic Plasticity For Sparse Neuromorphic Process

MUMBAI, India, Nov. 2 -- Intellectual Property India has published a patent application (202611110334 A) filed by Chandigarh University on September 14, 2026, for Event-Driven Gradient-Free Synaptic Plasticity For Sparse Neuromorphic Process.

Inventors include Shaman Sharma; and Deepak Kumar.

The application for the patent was published on October 30, 2026, under issue no. 44/2026.

Abstract: Event-Driven Gradient-Free Synaptic Plasticity for Sparse Neuromorphic Processing relates to a neuromorphic processing system using discrete spike events for computation and learning. A plurality of spiking neuron units integrates input events and generates output spikes, while local plasticity logic (103, 104) evaluates relative pre- and post-synapt...