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2024年3月6日 · Ablation studies have verified the efficacy of the quantized RPReLU structure, leading to a 1.14% enhancement on the ImageNet compared to using a fixed slope RLeakyReLU. The proposed add&bit-operation-only BNN offers an innovative approach for hardware-friendly network architecture. Bibliographic Explorer (What is the Explorer?)

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The BbNN achieves two goals: simultaneous optimization of network structure/weights; and implementation using reconfigurable digital hardware. The BbNN, in a 2-D array of basic blocks with four variable input/output nodes, successfully solve pattern classification problems.

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This paper presents a novel block-based neural network (BBNN) model and the optimization of its structure and weights based on a genetic algorithm. The architecture of the BBNN consists of a 2D array of fundamental blocks with four variable input/output nodes and connection weights.

2015年12月8日 · Mega byte （MB）指的是拥有1024*1024=1048576个字节的单位，其常用于计算机存储容量的数量级。 因此，1 MB 等于1048576个字节（1 MB = 1024 KB）。