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Paper Publications
songzhuoran.ITT-RNA: Imperfection Tolerable Training for RRAM-Crossbar-Based Deep Neural-Network Accelerator.IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.2020
2022-05-22
songzhuoran.Esnreram: An energy-efficient sparse neural network based on resistive random-access memory.Great Lakes Symposium on VLSI.2020
2022-05-22
songzhuoran.GPNPU: Enabling Efficient Hardware-Based Direct Convolution with Multi-Precision Support in GPU T....ACM/IEEE Design Automation Conference (DAC).2020
2022-05-22
Invocation-driven neural approximate computing with a multiclass-classifier and multiple approxim....Proceedings of the International Conference on Computer-Aided Design .2018
2022-05-22
songzhuoran.GPNPU: enabling efficient hardware-based direct convolution with multi-precision support in GPU t....ACM/IEEE Design Automation Conference (DAC) .2020
2022-05-22
songzhuoran.ESNreram: An Energy-Efficient Sparse Neural Network Based on Resistive Random-Access Memory .Great Lakes Symposium on VLSI.2020
2022-05-22
PRArch: Pattern-Based Reconfigurable Architecture for Deep Neural Network Acceleration .2020 IEEE 22nd International Conference on High Performance Computing and Communications; IEEE 18th International Conference on Smart City; IEEE 6th International Conference on Data Science and Systems (HPCC/SmartCity/DSS).2020
2022-05-22
songzhuoran.ReRAM-Sharing: Fine-Grained Weight Sharing for ReRAM-Based Deep Neural Network Accelerator .IEEE International Symposium on Circuits and Systems (ISCAS) .2021
2022-05-22
songzhuoran.Energy-efficient and quality-assured approximate computing framework using a co-training method .ACM Transactions on Design Automation of Electronic Systems (TODAES) .2019
2022-05-22
songzhuoran.VR-DANN: Real-Time Video Recognition via Decoder-Assisted Neural Network Acceleration.IEEE/ACM International Symposium on Microarchitecture (MICRO) .2020
2022-05-22
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