Pengcheng Dai

Latest

• S2Engine: A Novel Systolic Architecture for Sparse Convolutional Neural Networks
• optimizing Memory Efficiency of Graph Neural Networks on Edge Computing Platforms
• Accelerating CNN Training by Pruning Activation Gradients
• SparseTrain: Exploiting Dataflow Sparsity for Efficient Convolutional Neural Networks Training
• Bulkyflip: A NAND-SPIN-Based Last-Level Cache With Bandwidth-Oriented Write Management Policy
• A Novel High Performance and Energy Efficient NUCA Architecture for STT-MRAM LLCs with Thermal Consideration
• SPINBIS: Spintronics based Bayesian Inference System with Stochastic Computing
• A Scalable Pipelined Dataflow Accelerator for Object Region Proposals on FPGA Platform
• Thermosiphon: A Thermal Aware NUCA Architecture for Write Energy Reduction of the STT-MRAM based LLCs