Layer-wise synapse optimization for implementing neural networks on general neuromorphic architectures

John Mern, Jayesh K Gupta, Mykel Kochenderfer

Deep artificial neural networks (ANNs) can represent a wide range of complex functions. Implementing ANNs in Von Neumann computing systems, though, incurs a high energy cost due to…