Abstract: Designing devices with memristor arrays requires simultaneous simulations of a large number of memristors. The use of detailed physical models limits the size of memristor arrays during ...
This directory serves as a way to re-create the results from our article - "Compressing Neural Networks Using Learnable 1-D Non-Linear Functions". If you have used our work, please cite our paper: ...
Abstract: Nonlinear functions (NFs) in Transformers require high-precision computation consuming significant time and energy, despite the aggressive quantization schemes for other components.
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