1 code implementation • 16 May 2022 • Harideep Nair, Prabhu Vellaisamy, Santha Bhasuthkar, John Paul Shen
Recent works have proposed a microarchitecture framework for implementing TNNs and demonstrated competitive performance on vision and time-series applications.
no code implementations • 10 Dec 2020 • Harideep Nair, Prabhu Vellaisamy, Santha Bhasuthkar, John Paul Shen
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 processing with extreme energy efficiency.