Peter Beerel
University of Southern California
H-index: 39
North America-United States
Top articles of Peter Beerel
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Programming memristor arrays with arbitrarily high precision for analog computing | Science | Wenhao Song Mingyi Rao Yunning Li Can Li Ye Zhuo | 2024/2/23 |
Training Ultra-Low-Latency Spiking Neural Networks from Scratch | Gourav Datta* Zeyu Liu* Peter A Beerel | 2024 | |
Linearizing Models for Efficient yet Robust Private Inference | arXiv preprint arXiv:2402.05521 | Sreetama Sarkar Souvik Kundu Peter A Beerel | 2024/2/8 |
Recent Advances in Scalable Energy-Efficient and Trustworthy Spiking Neural Networks: from Algorithms to Technology | Souvik Kundu Rui-Jie Zhu Akhilesh Jaiswal Peter A Beerel | 2024/4/14 | |
LMUFormer: Low Complexity Yet Powerful Spiking Model With Legendre Memory Units | arXiv preprint arXiv:2402.04882 | Zeyu Liu Gourav Datta Anni Li Peter Anthony Beerel | 2024/1/20 |
Mitigate replication and copying in diffusion models with generalized caption and dual fusion enhancement | Chenghao Li Dake Chen Yuke Zhang Peter A Beerel | 2024/4/14 | |
A Novel Optimization Algorithm for Buffer and Splitter Minimization in Phase-Skipping Adiabatic Quantum-Flux-Parametron Circuits | arXiv preprint arXiv:2401.07393 | Robert S Aviles Peter A Beerel | 2024/1/14 |
AFLoRA: Adaptive Freezing of Low Rank Adaptation in Parameter Efficient Fine-Tuning of Large Models | arXiv preprint arXiv:2403.13269 | Zeyu Liu Souvik Kundu Anni Li Junrui Wan Lianghao Jiang | 2024/3/20 |
An Efficient and Scalable Clocking Assignment Algorithm for Multi-Threaded Multi-Phase Single Flux Quantum Circuits | arXiv preprint arXiv:2401.06411 | Robert S Aviles Xi Li Lei Lu Zhaorui Ni Peter A Beerel | 2024/1/12 |
Toward High Performance, Programmable Extreme-Edge Intelligence for Neuromorphic Vision Sensors utilizing Magnetic Domain Wall Motion-based MTJ | arXiv preprint arXiv:2402.15121 | Md Abdullah-Al Kaiser Gourav Datta Peter A Beerel Akhilesh R Jaiswal | 2024/2/23 |
Guest Editorial: Special Issue on Learning, Optimization, and Implementation for Circuits and Systems Driven by Artificial Intelligence | IEEE Transactions on Circuits and Systems I: Regular Papers | Yang Tang Peter A Beerel Jürgen Kurths Guanrong Chen | 2024/4/29 |
Float: fast learnable once-for-all adversarial training for tunable trade-off between accuracy and robustness | Souvik Kundu Sairam Sundaresan Massoud Pedram Peter A Beerel | 2023 | |
SAL-ViT: Towards Latency Efficient Private Inference on ViT using Selective Attention Search with a Learnable Softmax Approximation | Yuke Zhang Dake Chen Souvik Kundu Chenghao Li Peter A Beerel | 2023 | |
ViTA: A vision transformer inference accelerator for edge applications | Shashank Nag Gourav Datta Souvik Kundu Nitin Chandrachoodan Peter A Beerel | 2023/5/21 | |
Island-based Random Dynamic Voltage Scaling vs ML-Enhanced Power Side-Channel Attacks | Dake Chen Christine Goins Maxwell Waugaman Georgios D Dimou Peter A Beerel | 2023/6/5 | |
Let's Roll: Synthetic Dataset Analysis for Pedestrian Detection Across Different Shutter Types | arXiv preprint arXiv:2309.08136 | Yue Hu Gourav Datta Kira Beerel Peter Beerel | 2023/9/15 |
When Bio-Inspired Computing meets Deep Learning: Low-Latency, Accurate, & Energy-Efficient Spiking Neural Networks from Artificial Neural Networks | arXiv preprint arXiv:2312.06900 | Gourav Datta Zeyu Liu James Diffenderfer Bhavya Kailkhura Peter A Beerel | 2023/12/12 |
FireFly: A Synthetic Dataset for Ember Detection in Wildfire | Yue Hu Xinan Ye Yifei Liu Souvik Kundu Gourav Datta | 2023 | |
Neuromorphic-p2m: processing-in-pixel-in-memory paradigm for neuromorphic image sensors | Frontiers in Neuroinformatics | Md Abdullah-Al Kaiser Gourav Datta Zixu Wang Ajey P Jacob Peter A Beerel | 2023/5/4 |
Technology-circuit-algorithm tri-design for processing-in-pixel-in-memory (p2m) | Md Abdullah-Al Kaiser Gourav Datta Sreetama Sarkar Souvik Kundu Zihan Yin | 2023/6/5 |
Co-Authors
