Abstract: Deep neural network (DNN) inference relies increasingly on specialized hardware for high computational efficiency. This work introduces a field-programmable gate array (FPGA)-based ...
Abstract: Kolmogorov-Arnold networks (KAN) are promising for explainable machine learning on embedded devices. Although KANs require fewer model parameters and are smaller than traditional deep neural ...
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