Abstract: Gradient-based Bi-Level Optimization (BLO) methods have been widely applied to handle modern learning tasks. However, most existing strategies are theoretically designed based on restrictive ...
Abstract: In this article, we propose a novel approach to reduce hardware resource consumption when neural networks (NNs) are deployed on field-programmable gate array (FPGA) boards. Rather than using ...
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