How a NPU programming model can boost the ability to port new models onto state-of-the-art embedded silicon.
It’s always a pleasure to find a hardware hacker who you haven’t seen before, and page back through their work. [Bettina ...
Abstract: Battery modelling plays a critical role in battery management tasks. A model that provides accurate estimations of state of charge and state of heath in varying operating conditions could ...
Curvature-Based Piecewise Linear Approximation Method of GELU Activation Function in Neural Networks
Abstract: Artificial neural networks (ANNs) rely significantly on activation functions for optimal performance. Traditional activation functions such as ReLU and Sigmoid are commonly used. However, ...
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