Deep Convolutional Neural Network Architecture With Reconfigurable Computation Patterns

Fengbin Tu, Shouyi Yin, Peng Ouyang, +3

IEEE Transactions on Very Large Scale Integration (VLSI) Systems

Dcnn AccelerationConvolutional Neural NetworkEngineeringComputer ArchitectureConvolution Mapping Method +14

A High Energy Efficient Reconfigurable Hybrid Neural Network Processor for Deep Learning Applications

Shouyi Yin, Peng Ouyang, Shibin Tang, +7

IEEE Journal of Solid-State Circuits

EngineeringEnergy EfficiencyComputer ArchitectureHardware SystemsMulti-channel Memory Architecture +16

A 5.1pJ/Neuron 127.3us/Inference RNN-based Speech Recognition Processor using 16 Computing-in-Memory SRAM Macros in 65nm CMOS

Ruiqi Guo, Yonggang Liu, Shixuan Zheng, +10

EngineeringMachine LearningNeural Networks (Machine Learning)Computer ArchitectureNeurochip +18

High-performance video content recognition with long-term recurrent convolutional network for FPGA

Xiaofan Zhang, Xinheng Liu, Anand Ramachandran, +6

EngineeringMachine LearningHardware AlgorithmComputer ArchitectureVideo Retrieval +18

A 1.06-to-5.09 TOPS/W reconfigurable hybrid-neural-network processor for deep learning applications

Shouyi Yin, Peng Ouyang, Shibin Tang, +4

EngineeringEnergy EfficiencyComputer ArchitectureEmbedded SystemsHardware Systems +16

A Multilevel Cell STT-MRAM-Based Computing In-Memory Accelerator for Binary Convolutional Neural Network

Yu Pan, Peng Ouyang, Yinglin Zhao, +5

IEEE Transactions on Magnetics

A 141 UW, 2.46 PJ/Neuron Binarized Convolutional Neural Network Based Self-Learning Speech Recognition Processor in 28NM CMOS

Shouyi Yin, Peng Ouyang, Shixuan Zheng, +4

Electrical EngineeringEngineeringMachine LearningTailored Self-learning MechanismRecognition Accuracy +12

Enhanced cadmium resistance and accumulation in<i>Pseudomonas putida</i>KT2440 expressing the phytochelatin synthase gene of<i>Schizosaccharomyces pombe</i>

Xiaoyu Yong, Yin Chen, W. Liu, +6

Letters in Applied Microbiology

An Energy-Efficient Reconfigurable Processor for Binary-and Ternary-Weight Neural Networks With Flexible Data Bit Width

Shouyi Yin, Peng Ouyang, Jianxun Yang, +4

IEEE Journal of Solid-State Circuits

Convolutional Neural NetworkEngineeringMachine LearningEnergy EfficiencyHardware Algorithm +18

An Ultra-Low Power Binarized Convolutional Neural Network-Based Speech Recognition Processor With On-Chip Self-Learning

Shixuan Zheng, Peng Ouyang, Dandan Song, +4

IEEE Transactions on Circuits and Systems I Regular Papers

On-chip Self-learningTechnologyEngineeringMachine LearningHardware Acceleration +13