Publications
NV-TCAM: Alternative designs with NVM devices." Integration, the Vlsi Journal 62 (2018): 114-122.
"Process variation aware data management for magnetic skyrmions racetrack memory." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 221-226. Vol. 2018-January. 2018.
"Pulse-Width Modulation based Dot-Product Engine for Neuromorphic Computing System using Memristor Crossbar Array." In Proceedings Ieee International Symposium on Circuits and Systems. Vol. 2018-May. 2018.
"A Quantized Training Method to Enhance Accuracy of ReRAM-based Neuromorphic Systems." In Proceedings Ieee International Symposium on Circuits and Systems. Vol. 2018-May. 2018.
"RC-NVM: Enabling Symmetric Row and Column Memory Accesses for In-memory Databases." In Proceedings International Symposium on High Performance Computer Architecture, 518-530. Vol. 2018-February. 2018.
"Recom: An efficient resistive accelerator for compressed deep neural networks." In Proceedings of the 2018 Design, Automation and Test in Europe Conference and Exhibition, Date 2018, 237-240. Vol. 2018-January. 2018.
"ReGAN: A pipelined ReRAM-based accelerator for generative adversarial networks." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 178-183. Vol. 2018-January. 2018.
"ReRAM-based accelerator for deep learning." In Proceedings of the 2018 Design, Automation and Test in Europe Conference and Exhibition, Date 2018, 815-820. Vol. 2018-January. 2018.
"RouteNet: Routability prediction for mixed-size designs using convolutional neural network." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad. 2018.
"Running sparse and low-precision neural network: When algorithm meets hardware." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 534-539. Vol. 2018-January. 2018.
"A Scalable Pipelined Dataflow Accelerator for Object Region Proposals on FPGA Platform." In Proceedings 2018 International Conference on Field Programmable Technology, Fpt 2018, 349-352. 2018.
"Shift-Optimized Energy-Efficient Racetrack-Based Main Memory." Journal of Circuits, Systems and Computers 27, no. 05 (2018): 1850081.
"Special session on reliability and vulnerability of neuromorphic computing systems." In Proceedings of the Ieee Vlsi Test Symposium. Vol. 2018-April. 2018.
"Spintronics based stochastic computing for efficient Bayesian inference system." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 580-585. Vol. 2018-January. 2018.
"SPN dash: Fast detection of adversarial attacks on mobile via sensor pattern noise fingerprinting." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad. 2018.
"Three years of low-power image recognition challenge: Introduction to special session." In Proceedings of the 2018 Design, Automation and Test in Europe Conference and Exhibition, Date 2018, 700-703. Vol. 2018-January. 2018.
"TriZone: A Design of MLC STT-RAM Cache for Combined Performance, Energy, and Reliability Optimizations." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 37, no. 10 (2018): 1985-1998.
"Understanding the trade-offs of device, circuit and application in ReRAM-based neuromorphic computing systems." In Technical Digest International Electron Devices Meeting, Iedm, 11.4.1-11.4.4. 2018.
"Accelerator-friendly neural-network training: Learning variations and defects in RRAM crossbar." In Proceedings of the 2017 Design, Automation and Test in Europe, Date 2017, 19-24. 2017.
"AdaLearner: An adaptive distributed mobile learning system for neural networks." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad, 291-296. Vol. 2017-November. 2017.
"Behaviors of multi-dimensional forgetting memristor models." In Proceedings Iecon 2017 43rd Annual Conference of the Ieee Industrial Electronics Society, 7417-7421. Vol. 2017-January. 2017.
"Brain-inspired computing accelerated by memristor technology." In Proceedings of the 4th Acm International Conference on Nanoscale Computing and Communication, Nanocom 2017. 2017.
"Classification accuracy improvement for neuromorphic computing systems with one-level precision synapses." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 776-781. 2017.
"A closed-loop design to enhance weight stability of memristor based neural network chips." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad, 541-548. Vol. 2017-November. 2017.
"A compact DNN: Approaching GoogLeNet-level accuracy of classification and domain adaptation." In Proceedings 30th Ieee Conference on Computer Vision and Pattern Recognition, Cvpr 2017, 761-770. Vol. 2017-January. 2017.
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