Search Results for author: Prabhu Vellaisamy

Found 4 papers, 1 papers with code

Realtime Person Identification via Gait Analysis

no code implementations2 Apr 2024 Shanmuga Venkatachalam, Harideep Nair, Prabhu Vellaisamy, Yongqi Zhou, Ziad Youssfi, John Paul Shen

In this paper, we propose a small CNN model with 4 layers that is very amenable for edge AI deployment and realtime gait recognition.

Gait Recognition Person Identification

Towards a Design Framework for TNN-Based Neuromorphic Sensory Processing Units

no code implementations27 May 2022 Prabhu Vellaisamy, John Paul Shen

Temporal Neural Networks (TNNs) are spiking neural networks that exhibit brain-like sensory processing with high energy efficiency.

Clustering Image Classification +2

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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