Caffeine: Toward Uniformed Representation and Acceleration for Deep Convolutional Neural Networks - Zhang, Chen; Sun, Guangyu; Fang, Zhenman; Zhou, Peipei; Pan, Peichen; Cong, Jason (IEEE transactions on computer-aided design of integrated circuits and systems, 2019)
Keywords: Acceleration; Accelerators; Artificial neural networks; Bandwidth; Caffe; Caffeine; CNN FPGA engine; Computer architecture; convolutional neural network (CNN); Deep learning; Energy efficiency; Engines; Evaluation; Field programmable gate arrays; Graphics processing units; hardware/software co-design; High level networks; Kernel; Machine learning; Multilayers; Multiplication; Neural networks; Performance enhancement; Power efficiency; Representations; Resource utilization; Software