IEEE Computer Society - ZeNA: Zero-Aware Neural Network Accelerator

Author(s): Dongyoung Kim ; Junwhan Ahn ; Sungjoo Yoo
Publisher: IEEE Computer Society
Publication Date: 1 February 2018
Volume: 35
Page(s): 39 - 46
ISSN (Electronic): 2168-2364
ISSN (Paper): 2168-2356
DOI: 10.1109/MDAT.2017.2741463

It has been observed that the majority of the kernel weights and input activations in the state-of-the-art convolution neural networks (CNNs) have zero values. This article proposes a CNN hardware... View More