John Paul Shen
Carnegie Mellon University
H-index: 60
North America-United States
Top articles of John Paul Shen
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
TNNGen: Automated Design of Neuromorphic Sensory Processing Units for Time-Series Clustering | IEEE Transactions on Circuits and Systems II: Express Briefs | Prabhu Vellaisamy Harideep Nair Vamsikrishna Ratnakaram Dhruv Gupta John Paul Shen | 2024/4/16 |
OzMAC: An Energy-Efficient Sparsity-Exploiting Multiply-Accumulate-Unit Design for DL Inference | arXiv preprint arXiv:2402.19376 | Harideep Nair Prabhu Vellaisamy Tsung-Han Lin Perry Wang Shawn Blanton | 2024/2/29 |
tubGEMM: Energy-Efficient and Sparsity-Effective Temporal-Unary-Binary Based Matrix Multiply Unit | Prabhu Vellaisamy Harideep Nair Joseph Finn Manav Trivedi Albert Chen | 2023/6/20 | |
tuGEMM: Area-Power-Efficient Temporal Unary GEMM Architecture for Low-Precision Edge AI | Harideep Nair Prabhu Vellaisamy Albert Chen Joseph Finn Anna Li | 2023/5/21 | |
IDIoT: Multimodal framework for ubiquitous identification and assignment of human-carried wearable devices | ACM Transactions on Internet of Things | Adeola Bannis Shijia Pan Carlos Ruiz John Shen Hae Young Noh | 2023/4/13 |
Corrigendum: SemNet: Learning semantic attributes for human activity recognition with deep belief networks | Frontiers in Big Data | Shanmuga Venkatachalam Harideep Nair Ming Zeng Cathy Shunwen Tan Ole J Mengshoel | 2023/3/10 |
Cortical columns computing systems: Microarchitecture model, functional building blocks, and design tools | John Paul Shen Harideep Nair | 2023/3/4 | |
SemNet: Learning semantic attributes for human activity recognition with deep belief networks | Frontiers in big Data | Shanmuga Venkatachalam Harideep Nair Ming Zeng Cathy Shunwen Tan Ole J Mengshoel | 2022/8/30 |
Tnn7: A custom macro suite for implementing highly optimized designs of neuromorphic tnns | Harideep Nair Prabhu Vellaisamy Santha Bhasuthkar John Paul Shen | 2022/7/4 | |
Towards a Design Framework for TNN-Based Neuromorphic Sensory Processing Units | arXiv preprint arXiv:2205.14248 | Prabhu Vellaisamy John Paul Shen | 2022/5/27 |
Advanced Multi-Variate Time Series Analytic Techniques (Attends) | Richard Lau Anindo Bagchi John Shen Tony Triolo Kenneth Sanchez | 2022 | |
Real-world data driven characterization of urban human mobility patterns | Abhinav Jauhri | 2021 | |
A microarchitecture implementation framework for online learning with temporal neural networks | Harideep Nair John Paul Shen James E Smith | 2021/7/7 | |
Unsupervised clustering of time series signals using neuromorphic energy-efficient temporal neural networks | Shreyas Chaudhari Harideep Nair José MF Moura John Paul Shen | 2021/6/6 | |
Method and system to provide user-level multithreading | 2020/4/28 | ||
Generating realistic ride-hailing datasets using gans | ACM Transactions on Spatial Algorithms and Systems (TSAS) | Abhinav Jauhri Brad Stocks Jian Hui Li Koichi Yamada John Paul Shen | 2020/4/20 |
Programmable event driven yield mechanism which may activate other threads | 2020/12/29 | ||
Real Time Traffic Congestion Prediction and Mitigation at the City Scale | John Shen Abhinav Jauhri Brad Stocks Jian Hui Li Koichi Yamada | 2020/3/2 | |
A Custom 7nm CMOS Standard Cell Library for Implementing TNN-based Neuromorphic Processors | arXiv preprint arXiv:2012.05419 | Harideep Nair Prabhu Vellaisamy Santha Bhasuthkar John Paul Shen | 2020/12/10 |
Sky Segmentation for Enhanced Depth Reconstruction and Bokeh Rendering with Efficient Architectures | Electronic Imaging | Tyler Nuanes Matt Elsey Radek Grzeszczuk John Paul Shen | 2020/1/26 |
Co-Authors
