Structured Convolution Matrices for Energy-efficient Deep learning

Rathinakumar Appuswamy, Tapan Nayak, John Arthur +6

We derive a relationship between network representation in energy-efficient neuromorphic architectures and block Toplitz convolutional matrices. Inspired by this connection, we dev…