Publications
This section contains publications published by ISI over the past several decades.
2024
Let's Roll: A Synthetic and Real Dataset for Pedestrian Detection Across Different Shutter Types
Yue Hu, Gourav Datta, Kira Beerel, Yao Liu, Peter Beerel
2024 IEEE Workshop on Signal Processing Systems (SiPS), 113-118, 2024
FireLoc: Low-latency Multi-modal Wildfire Geolocation
Xiao Fu, Yue Hu, Prashanth Sutrave, Peter A Beerel, Barath Raghavan
Proceedings of the 22nd ACM Conference on Embedded Networked Sensor Systems …, 2024
Voltage-Controlled Magnetic Tunnel Junction based ADC-less Global Shutter Processing-in-Pixel for Extreme-Edge Intelligence
Md Abdullah-Al Kaiser, Gourav Datta, Jordan Athas, Christian Duffee, Ajey P Jacob, Pedram Khalili Amiri, Peter A Beerel, Akhilesh R Jaiswal
arXiv e-prints, arXiv: 2410.10592, 2024
Delay Balancing with Clock-Follow-Data: Optimizing Area Delay Trade-offs for Robust Rapid Single Flux Quantum Circuits
Robert S Aviles, Peter A Beerel
arXiv preprint arXiv:2409.04944, 2024
Energy-Efficient & Real-Time Computer Vision with Intelligent Skipping via Reconfigurable CMOS Image Sensors
Md Abdullah-Al Kaiser, Sreetama Sarkar, Peter A Beerel, Akhilesh R Jaiswal, Gourav Datta
arXiv e-prints, arXiv: 2409.17341, 2024
MaskVD: Region Masking for Efficient Video Object Detection
Sreetama Sarkar, Gourav Datta, Souvik Kundu, Kai Zheng, Chirayata Bhattacharyya, Peter A Beerel
arXiv preprint arXiv:2407.12067, 2024
Toward High-Accuracy, Programmable Extreme-Edge Intelligence for Neuromorphic Vision Sensors utilizing Magnetic Domain Wall Motion-based MTJ
Md Abdullah-Al Kaiser, Gourav Datta, Peter A Beerel, Akhilesh R Jaiswal
Proceedings of the 61st ACM/IEEE Design Automation Conference, 1-6, 2024
Peripheral circuits for processing in-pixel
P Beerel, G Datta, AP Jacob, A Jaiswal, Z Yin
US Patent App. 18/545,859, 2024
Guest Editorial: Special Issue on Learning, Optimization, and Implementation for Circuits and Systems Driven by Artificial Intelligence
Yang Tang, Peter A Beerel, Jürgen Kurths, Guanrong Chen
IEEE Transactions on Circuits and Systems I: Regular Papers 71 (5), 1965-1968, 2024
Training Ultra-Low-Latency Spiking Neural Networks from Scratch
Gourav Datta, Zeyu Liu, Peter A Beerel
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
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
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
Mitigate replication and copying in diffusion models with generalized caption and dual fusion enhancement
Chenghao Li, Dake Chen, Yuke Zhang, Peter A Beerel
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
Challenges and Unexplored Frontiers in Electronic Design Automation for Superconducting Digital Logic
Sasan Razmkhah, Robert S Aviles, Mingye Li, Sandeep Gupta, Peter A Beerel, Massoud Pedram
2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2024
Block selective reprogramming for on-device training of vision transformers
Sreetama Sarkar, Souvik Kundu, Kai Zheng, Peter A Beerel
arXiv preprint arXiv:2405.10951, 2024
Aflora: Adaptive freezing of low rank adaptation in parameter efficient fine-tuning of large models
Zeyu Liu, Souvik Kundu, Anni Li, Junrui Wan, Lianghao Jiang, Peter Anthony Beerel
arXiv preprint arXiv:2403.13269, 2024
Programming memristor arrays with arbitrarily high precision for analog computing
Wenhao Song, Mingyi Rao, Yunning Li, Can Li, Ye Zhuo, Fuxi Cai, Mingche Wu, Wenbo Yin, Zongze Li, Qiang Wei, Sangsoo Lee, Hengfang Zhu, Lei Gong, Mark Barnell, Qing Wu, Peter A Beerel, Mike Shuo-Wei Chen, Ning Ge, Miao Hu, Qiangfei Xia, J Joshua Yang
Science 383 (6685), 903-910, 2024
Linearizing Models for Efficient yet Robust Private Inference
Sreetama Sarkar, Souvik Kundu, Peter A Beerel
arXiv preprint arXiv:2402.05521, 2024
Toward High Performance, Programmable Extreme-Edge Intelligence for Neuromorphic Vision Sensors utilizing Magnetic Domain Wall Motion-based MTJ
Md Abdullah-Al Kaiser, Gourav Datta, Peter A Beerel, Akhilesh R Jaiswal
arXiv e-prints, arXiv: 2402.15121, 2024
Lmuformer: low complexity yet powerful spiking model with legendre memory units
Zeyu Liu, Gourav Datta, Anni Li, Peter Anthony Beerel
arXiv preprint arXiv:2402.04882, 2024
A novel optimization algorithm for buffer and splitter minimization in phase-skipping adiabatic quantum-flux-parametron circuits
Robert S Aviles, Peter A Beerel
arXiv preprint arXiv:2401.07393, 2024