3 papers
cs.LG2026
Quantization of Spiking Neural Networks Beyond Accuracy
Evan Gibson Smith, Jacob Whitehill, Fatemeh Ganji
Quantization is a natural complement to the sparse, event-driven computation of Spiking Neural Networks, reducing memory bandwidth and arithmetic cost for deployment on resource-co…
cs.CR2026
Timing and Memory Telemetry on GPUs for AI Governance
Saleh K. Monfared, Fatemeh Ganji, Dan Holcomb +1
The rapid expansion of GPU-accelerated computing has enabled major advances in large-scale artificial intelligence (AI), while heightening concerns about how accelerators are obser…
cs.CR2025
There's Waldo: PCB Tamper Forensic Analysis using Explainable AI on Impedance Signatures
Maryam Saadat Safa, Seyedmohammad Nouraniboosjin, Fatemeh Ganji +1
The security of printed circuit boards (PCBs) has become increasingly vital as supply chain vulnerabilities, including tampering, present significant risks to electronic systems. W…