Prabhu Vellaisamy

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Processing Units

Top Venues

IEEE Trans. Circuits Syst. II Express Briefs

Publications

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, 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)
Prabhu Vellaisamy, John Paul Shen
Towards a Design Framework for TNN-Based Neuromorphic Sensory Processing Units. 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)
Harideep Nair, Prabhu Vellaisamy, Santha Bhasuthkar, John Paul Shen
A Custom 7nm CMOS Standard Cell Library for Implementing TNN-based Neuromorphic Processors. CoRR (2020)