Search Results for author: Santha Bhasuthkar

Found 2 papers, 1 papers with code

TNN7: A Custom Macro Suite for Implementing Highly Optimized Designs of Neuromorphic TNNs

1 code implementation16 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.

Time Series Time Series Clustering

A Custom 7nm CMOS Standard Cell Library for Implementing TNN-based Neuromorphic Processors

no code implementations10 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.

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