5 Parallel Prism: A topology for pipelined implementations of convolutional neural networks using computational memory

no code implementations • 8 Jun 2019 • Martino Dazzi, Abu Sebastian, Pier Andrea Francese, Thomas Parnell, Luca Benini, Evangelos Eleftheriou

We show that this communication fabric facilitates the pipelined execution of all state of-the-art CNNs by proving the existence of a homomorphism between one graph representation of these networks and the proposed graph topology.