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Quantifying Information Stored in Synaptic Connections Rather Than in Firing Activities of Neural Networks

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A cornerstone of our understanding of both biological and artificial neural networks is that they store information in the strengths of synaptic connections among the neurons. However, in contrast to the well-established theory for quantifying information enco... ...