John P Hayes
University of Michigan
H-index: 72
North America-United States
Top articles of John P Hayes
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Performance and Error Tolerance of Stochastic Computing-Based Digital Filter Design | Roshwin Sengupta Ilia Polian John P Hayes | 2024/4/3 | |
Design of large-scale stochastic computing adders and their anomalous behavior | Timothy Baker John P Hayes | 2023/4/17 | |
Mitigating the Correlation Problem in Multi-Layer Stochastic Circuits | Owen Hoffend John P Hayes | 2023/12/5 | |
Stochastic Computing as a Defence Against Adversarial Attacks | Florian Neugebauer Vivek Vekariya Ilia Polian John P Hayes | 2023/6/27 | |
Multiplexer-majority chains: Managing correlation and cost in stochastic number generation | Timothy Baker Owen Hoffend John Hayes | 2022/12/7 | |
Wavelet Transform Assisted Neural Networks for Human Activity Recognition | Roshwin Sengupta Ilia Polian John P Hayes | 2022/5/27 | |
Stochastic Computing Architectures for Lightweight LSTM Neural Networks | Roshwin Sengupta Ilia Polian John P Hayes | 2022/4/6 | |
Analyzing multilevel stochastic circuits using correlation matrices | Owen Hoffend John P Hayes | 2022/4/6 | |
CeMux: Maximizing the accuracy of stochastic mux adders and an application to filter design | ACM Transactions on Design Automation of Electronic Systems (TODAES) | Timothy J Baker John P Hayes | 2022/1/28 |
Guest editors’ introduction: Stochastic computing for neuromorphic applications | IEEE Design & Test | Ilia Polian John P Hayes Vincent T Lee Weikang Qian | 2021/12/7 |
Benefits of stochastic computing in hearing aid filterbank design | Timothy J Baker Yiqiu Sun John P Hayes | 2021/10/7 | |
Retraining and regularization to optimize neural networks for stochastic computing | Junseok Oh Florian Neugebauer Ilia Polian John Hayes | 2020/7/6 | |
The hypergeometric distribution as a more accurate model for stochastic computing | Timothy J Baker John P Hayes | 2020/3/9 | |
Bayesian accuracy analysis of stochastic circuits | Timothy J Baker John P Hayes | 2020/11/2 | |
Exploring target function approximation for stochastic circuit minimization | Chen Wang Weihua Xiao John P Hayes Weikang Qian | 2020/11/2 | |
Hardware-based fast real-time image classification with stochastic computing | Ponnanna Kelettira Muthappa Florian Neugebauer Ilia Polian John P Hayes | 2020/10/18 |
Co-Authors
