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INTRODUCTION This paper presents DeepPump, a novel approach for generating and optimising hardware designs of deep Convolutional Neural Networks (CNNs) with multi-pumping on FPGA platforms. ... DEEPPUMP FRAMEWORK DeepPump contains a multi-pumped streaming architecture, in which an input stream of feature maps is buffered and computed, and the computation units are multi-pumped. ...doi:10.1109/asap.2017.7995281 dblp:conf/asap/ZhaoTLN17 fatcat:evau5vgk25eplf6ebls24qz2tq