Harideep Nair

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 21

Top Topics

Activity Recognition

Energy Efficiency

Top Venues

Frontiers Big Data

UbiComp/ISWC Adjunct

Publications

Harideep Nair, David Barajas-Jasso, Quinn Jacobson, John Paul Shen
TNN-CIM: An In-SRAM CMOS Implementation of TNN-Based Synaptic Arrays with STDP Learning. AICAS (2024)
Harideep Nair, William Leyman, Agastya Sampath, Quinn Jacobson, John Paul Shen
NeRTCAM: CAM-Based CMOS Implementation of Reference Frames for Neuromorphic Processors. NICE (2024)
Harideep Nair, William Leyman, Agastya Sampath, Quinn Jacobson, John Paul Shen
NeRTCAM: CAM-Based CMOS Implementation of Reference Frames for Neuromorphic Processors. CoRR (2024)
Prabhu Vellaisamy, Harideep Nair, Vamsikrishna Ratnakaram, Dhruv Gupta, John Paul Shen
TNNGen: Automated Design of Neuromorphic Sensory Processing Units for Time-Series Clustering. IEEE Trans. Circuits Syst. II Express Briefs 71 (5) (2024)
Harideep Nair, Prabhu Vellaisamy, Tsung-Han Lin, Perry H. Wang, Ronald Shawn Blanton, John Paul Shen
OzMAC: An Energy-Efficient Sparsity-Exploiting Multiply-Accumulate-Unit Design for DL Inference. CoRR (2024)
Shanmuga Venkatachalam, Harideep Nair, Ming Zeng, Cathy Tan, Ole J. Mengshoel, John Paul Shen
Corrigendum: SemNet: Learning semantic attributes for human activity recognition with deep belief networks. Frontiers Big Data 6 (2024)
Shanmuga Venkatachalam, Harideep Nair, Prabhu Vellaisamy, Yongqi Zhou, Ziad Youssfi, John Paul Shen
Realtime Person Identification via Gait Analysis. CoRR (2024)
Prabhu Vellaisamy, Harideep Nair, Joseph Finn, Manav Trivedi, Albert Chen, Anna Li, Tsung-Han Lin, Perry H. Wang, Ronald Shawn Blanton, John Paul Shen
tubGEMM: Energy-Efficient and Sparsity-Effective Temporal-Unary-Binary Based Matrix Multiply Unit. ISVLSI (2023)
Harideep Nair, Prabhu Vellaisamy, Albert Chen, Joseph Finn, Anna Li, Manav Trivedi, John Paul Shen
tuGEMM: Area-Power-Efficient Temporal Unary GEMM Architecture for Low-Precision Edge AI. ISCAS (2023)
Harideep Nair, Prabhu Vellaisamy, Santha Bhasuthkar, John Paul Shen
TNN7: A Custom Macro Suite for Implementing Highly Optimized Designs of Neuromorphic TNNs. CoRR (2022)
Harideep Nair, Prabhu Vellaisamy, Santha Bhasuthkar, John Paul Shen
TNN7: A Custom Macro Suite for Implementing Highly Optimized Designs of Neuromorphic TNNs. ISVLSI (2022)
Shanmuga Venkatachalam, Harideep Nair, Ming Zeng, Cathy Tan, Ole J. Mengshoel, John Paul Shen
SemNet: Learning semantic attributes for human activity recognition with deep belief networks. Frontiers Big Data 5 (2022)
Harideep Nair, John Paul Shen, James E. Smith
A Microarchitecture Implementation Framework for Online Learning with Temporal Neural Networks. ISVLSI (2021)
Shreyas Chaudhari, Harideep Nair, José M. F. Moura, John Paul Shen
Unsupervised Clustering of Time Series Signals Using Neuromorphic Energy-Efficient Temporal Neural Networks. ICASSP (2021)
Harideep Nair, John Paul Shen, James E. Smith
A Microarchitecture Implementation Framework for Online Learning with Temporal Neural Networks. CoRR (2021)
Shreyas Chaudhari, Harideep Nair, José M. F. Moura, John Paul Shen
Unsupervised Clustering of Time Series Signals using Neuromorphic Energy-Efficient Temporal Neural Networks. CoRR (2021)
Harideep Nair, John Paul Shen, James E. Smith
Direct CMOS Implementation of Neuromorphic Temporal Neural Networks for Sensory Processing. CoRR (2020)
Harideep Nair, Prabhu Vellaisamy, Santha Bhasuthkar, John Paul Shen
A Custom 7nm CMOS Standard Cell Library for Implementing TNN-based Neuromorphic Processors. CoRR (2020)
Sai Vineeth Kalluru Srinivas, Harideep Nair, Vinay Vidyasagar
Hardware Aware Neural Network Architectures using FbNet. CoRR (2019)
Harideep Nair, Cathy Tan, Ming Zeng, Ole J. Mengshoel, John Paul Shen
AttriNet: learning mid-level features for human activity recognition with deep belief networks. UbiComp/ISWC Adjunct (2019)
Raj Kumar Choudhary, Newton Singh, Harideep Nair, Rishabh Rawat, Virendra Singh
Freeflow Core: Enhancing Performance of In-Order Cores with Energy Efficiency. ICCD (2019)