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A Hardware-Aware Co-Design Framework For Lightweight Neural Architectures On Ultra-Low-Power Edge Devices by Soumyajit Dutta is a document available to read on EtoBox.

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This document presents a hardware-aware co-design framework for developing lightweight neural architectures tailored for ultra-low-power edge devices, addressing the limitations of existing optimization techniques that treat architecture design, compression, and runtime adaptation separately. The proposed framework integrates these processes into a closed-loop workflow, ensuring that models are optimized for memory, energy consumption, and computational power from the outset. By employing multi-objective ha

Author

Soumyajit Dutta

Language

EN