A Compact and High-Performance Hardware Architecture for CRYSTALS-Dilithium

Cankun Zhao, Neng Zhang, Hanning Wang, +7

IACR Transactions on Cryptographic Hardware and Embedded Systems

EngineeringVlsi DesignHardware AlgorithmComputer ArchitectureHigh-performance Hardware Architecture +18

LWRpro: An Energy-Efficient Configurable Crypto-Processor for Module-LWR

Yihong Zhu, Min Zhu, Bohan Yang, +5

IEEE Transactions on Circuits and Systems I Regular Papers

Hardware SecurityOnly Module-learningEngineeringHardware AccelerationAdvanced Computing +12

9.2 A 28nm 12.1TOPS/W Dual-Mode CNN Processor Using Effective-Weight-Based Convolution and Error-Compensation-Based Prediction

Huiyu Mo, Wenping Zhu, Wenjing Hu, +6

Convolutional Neural NetworkEngineeringMachine LearningHardware AccelerationEdge Computing +12

Deterministic conversion rule for CNNs to efficient spiking convolutional neural networks

Xu Yang, Zhongxing Zhang, Wenping Zhu, +3

Science China Information Sciences

EngineeringSensory NeuroscienceCellular Neural NetworkComputational NeuroscienceSparse Neural Network +9

A 12.1 TOPS/W Quantized Network Acceleration Processor With Effective-Weight-Based Convolution and Error-Compensation-Based Prediction

Huiyu Mo, Wenping Zhu, Wenjing Hu, +5

IEEE Journal of Solid-State Circuits

EngineeringEnergy EfficiencyHardware AlgorithmComputer ArchitectureCnn Processing +15

Face Alignment With Expression- and Pose-Based Adaptive Initialization

Huiyu Mo, Leibo Liu, Wenping Zhu, +2

IEEE Transactions on Multimedia

EngineeringMachine LearningHuman Pose EstimationBiometricsFace Detection +15

BitCluster: Fine-Grained Weight Quantization for Load-Balanced Bit-Serial Neural Network Accelerators

Ang Li, Huiyu Mo, Wenping Zhu, +4

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

Convolutional Neural NetworkEngineeringMachine LearningHardware AccelerationQuantization (Signal Processing) +13

A 135-frames/s 1080p 87.5-mW Binary-Descriptor-Based Image Feature Extraction Accelerator

Wenping Zhu, Leibo Liu, Guangli Jiang, +2

IEEE Transactions on Circuits and Systems for Video Technology

Machine VisionImage AnalysisFeature DetectionEngineeringPattern Recognition +12

A Multi-Task Hardwired Accelerator for Face Detection and Alignment

Huiyu Mo, Leibo Liu, Wenping Zhu, +4

IEEE Transactions on Circuits and Systems for Video Technology

Convolutional Neural NetworkEngineeringBiometricsHardware AlgorithmMemory Access +15

A 28nm 48KOPS 3.4µJ/Op Agile Crypto-Processor for Post-Quantum Cryptography on Multi-Mathematical Problems

Yihong Zhu, Wenping Zhu, Min Zhu, +7

2022 IEEE International Solid- State Circuits Conference (ISSCC)

Quantum SoftwareEngineeringHigh ThroughputComputer ArchitectureHardware Security +15