1 citations · 1 across the 2 of their papers we have counts for
3 papers
Towards a Design Framework for TNN-Based Neuromorphic Sensory Processing Units
Prabhu Vellaisamy, John Paul Shen
Temporal Neural Networks (TNNs) are spiking neural networks that exhibit brain-like sensory processing with high energy efficiency. This work presents the ongoing research towards…
TNN7: A Custom Macro Suite for Implementing Highly Optimized Designs of Neuromorphic TNNs
Harideep Nair, Prabhu Vellaisamy, Santha Bhasuthkar +1
Temporal Neural Networks (TNNs), inspired from the mammalian neocortex, exhibit energy-efficient online sensory processing capabilities. Recent works have proposed a microarchitect…
A Custom 7nm CMOS Standard Cell Library for Implementing TNN-based Neuromorphic Processors
Harideep Nair, Prabhu Vellaisamy, Santha Bhasuthkar +1
A set of highly-optimized custom macro extensions is developed for a 7nm CMOS cell library for implementing Temporal Neural Networks (TNNs) that can mimic brain-like sensory proces…