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Hybrid compression scheme for efficient storage of synaptic weights in hardware neuromorphic cores
Hybrid compression scheme for efficient storage of synaptic weights in hardware neuromorphic cores
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机译:在硬件神经形态核心中有效存储突触权重的混合压缩方案
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摘要
Systems, apparatuses and methods may provide a hybrid compression scheme to store synaptic weights in neuromorphic cores. The hybrid compression scheme utilizes a run-length encoding (RLE) compression approach, a dictionary-based encode compression scheme, and a compressionless encoding scheme to store the weights for valid synaptic connections in a synaptic weight memory.
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