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cs.LG2026
Node-wise Feature Encoding for Neural Performance Prediction
Matthew Grenier, William Hammer, Andrew Heuer +3
As neural networks are increasingly deployed on resource constrained edge devices, accurate prediction of latency and energy is critical for efficient neural architecture search. E…
cs.CR2026
ARMOR-IMC: Adaptive Resource Mapping for Operational Robustness via Secure In-Memory Computing
Muhtasim Alam Chowdhury, Ramtin Zand, Soheil Salehi
The massive data-movement overhead in traditional architectures has led to the adoption of In-Memory Computing (IMC) for energy-efficient Deep Neural Network (DNN) processing. By l…