Publications
This section contains publications published by ISI over the past several decades.
2024
Auditing Exposure Bias on Social Media for a Healthier Online Discourse
Nathan Bartley, Keith Burghardt, Kristina Lerman
Workshop Proceedings of the 18th International AAAI Conference on Web and …, 2024
Comparison of Explainable AI Models for MRI-Based Alzheimer's Disease Classification
Tamoghna Chattopadhyay, Neha Ann Joshy, Chirag Jagad, Emma J Gleave, Sophia I Thomopoulos, Yixue Feng, Julio E Villalón-Reina, Emily Laltoo, Himanshu Joshi, Ganesan Venkatasubramanian, John P John, Greg Ver Steeg, Jose Luis Ambite, Paul M Thompson
2024 20th International Symposium on Medical Information Processing and …, 2024
Comparison of deep learning architectures for predicting amyloid positivity in Alzheimer’s disease, mild cognitive impairment, and healthy aging, from T1-weighted brain …
Tamoghna Chattopadhyay, Saket S Ozarkar, Ketaki Buwa, Neha Ann Joshy, Dheeraj Komandur, Jayati Naik, Sophia I Thomopoulos, Greg Ver Steeg, Jose Luis Ambite, Paul M Thompson
Frontiers in Neuroscience 18, 1387196, 2024
Task-Agnostic Federated Learning
Zhengtao Yao, Hong Nguyen, Ajitesh Srivastava, Jose Luis Ambite
arXiv preprint arXiv:2406.17235, 2024
Mobility of a Soft Conformable Multi-Limbed Robot Actuated by Shape Memory Alloy Wires
Kristina Andreyeva, Griffin MacRae, Nathan Migeon, Thomas Nicol, Marie Cros-Coitton, David Barnhart
2024 IEEE Aerospace Conference, 1-9, 2024
LoyalDiffusion: A Diffusion Model Guarding Against Data Replication
Chenghao Li, Yuke Zhang, Dake Chen, Jingqi Xu, Peter A Beerel
arXiv preprint arXiv:2412.01118, 2024
What Makes Vision Transformers Robust Towards Bit-Flip Attack?
Xuan Zhou, Souvik Kundu, Dake Chen, Jie Huang, Peter Beerel
International Conference on Pattern Recognition, 424-438, 2024
A Joint Optimization of Buffer and Splitter Insertion for Phase-Skipping Adiabatic Quantum-Flux-Parametron Circuits
Robert S Aviles, Peter A Beerel
2024 IEEE 42nd International Conference on Computer Design (ICCD), 534-541, 2024
TinyML Security: Exploring Vulnerabilities in Resource-Constrained Machine Learning Systems
Jacob Huckelberry, Yuke Zhang, Allison Sansone, James Mickens, Peter A Beerel, Vijay Janapa Reddi
arXiv preprint arXiv:2411.07114, 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