Minh Tri LÊ, Ph.D.
Minh Tri LÊ, Ph.D.
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Hybrid Quantization
Regularization for Hybrid N-Bit Weight Quantization of Neural Networks on Ultra-Low Power Microcontrollers
We propose a novel regularization method for hybrid quantization of neural networks, enabling efficient deployment on ultra-low power microcontrollers in embedded systems. Our approach introduces alternative regularization functions and a uniform …
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