The Storage Capacity of a Fully-Connected Committee Machine

Xiong, Yuansheng, Kwon, Chulan, Oh, Jong-Hoon

Neural Information Processing Systems 

We study the storage capacity of a fully-connected committee machine with a large number K of hidden nodes. The storage capacity is obtained by analyzing the geometrical structure of the weight space related to the internal representation.

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