Publications
Routability-Driven Macro Placement with Embedded CNN-Based Prediction Model." In Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, Date 2019, 180-185. 2019.
"RRAM-based Spiking Nonvolatile Computing-In-Memory Processing Engine with Precision-Configurable in Situ Nonlinear Activation." In Digest of Technical Papers Symposium on Vlsi Technology, T86-T87. Vol. 2019-June. 2019.
"Special Session: 2018 Low-Power Image Recognition Challenge and beyond." In Proceedings 2019 Ieee International Conference on Artificial Intelligence Circuits and Systems, Aicas 2019, 154-157. 2019.
"Taming extreme heterogeneity via machine learning based design of autonomous manycore systems." In Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis Companion, Codes/Isss 2019. 2019.
"Thread batching for high-performance energy-efficient GPU memory design." Acm Journal on Emerging Technologies in Computing Systems 15, no. 4 (2019).
"Trained Rank Pruning for Efficient Deep Neural Networks." In Proceedings 5th Workshop on Energy Efficient Machine Learning and Cognitive Computing, Emc2 Nips 2019, 14-17. 2019.
"Beyond CMOS: Memristor and its application for next generation storage and computing." In Ecs Transactions, 115-125. Vol. 85. 2018.
"Challenges of memristor based neuromorphic computing system." Science China Information Sciences 61, no. 6 (2018).
"A compact model for selectors based on metal doped electrolyte." Applied Physics A: Materials Science and Processing 124, no. 4 (2018).
"Design and Data Management for Magnetic Racetrack Memory." In Proceedings Ieee International Symposium on Circuits and Systems. Vol. 2018-May. 2018.
"EMAT: An Efficient Multi-Task Architecture for Transfer Learning using ReRAM." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad. 2018.
"Exploring the opportunity of implementing neuromorphic computing systems with spintronic devices." In Proceedings of the 2018 Design, Automation and Test in Europe Conference and Exhibition, Date 2018, 109-112. Vol. 2018-January. 2018.
"A Forgetting Memristive Spiking Neural Network for Pavlov Experiment." International Journal of Bifurcation and Chaos 28, no. 6 (2018): 1850080.
"Generalized inverse optimization through online learning." In Advances in Neural Information Processing Systems, 86-95. Vol. 2018-December. 2018.
"GraphR: Accelerating Graph Processing Using ReRAM." In Proceedings International Symposium on High Performance Computer Architecture, 531-543. Vol. 2018-February. 2018.
"Guest editorial circuit and system design automation for internet of things." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 37, no. 1 (2018): 3-6.
"An image encryption algorithm based on chaotic system and compressive sensing." Signal Processing 148 (2018): 124-144.
"Learning intrinsic sparse structures within long short-term memory." In 6th International Conference on Learning Representations, Iclr 2018 Conference Track Proceedings. 2018.
"Low-Power, Adaptive Neuromorphic Systems: Recent Progress and Future Directions." Ieee Journal on Emerging and Selected Topics in Circuits and Systems 8, no. 1 (2018): 6-27.
"Low-Power image recognition challenge." Ai Magazine 39, no. 2 (2018): 87-88.
"MAT: A multi-strength adversarial training method to mitigate adversarial attacks." In Proceedings of Ieee Computer Society Annual Symposium on Vlsi, Isvlsi, 476-481. Vol. 2018-July. 2018.
"Message from the technical program chairs." In Proceedings of Ieee Computer Society Annual Symposium on Vlsi, Isvlsi, xiii - xiv. Vol. 2018-July. 2018.
"Modeling of biaxial magnetic tunneling junction for multi-level cell STT-RAM realization." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 375-380. Vol. 2018-January. 2018.
"Neu-NoC: A high-efficient interconnection network for accelerated neuromorphic systems." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 141-146. Vol. 2018-January. 2018.
"Neuromorphic computing's yesterday, today, and tomorrow – an evolutional view." Integration, the Vlsi Journal 61 (2018): 49-61.
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