Publications
Hardware fault tolerance for binary RRAM crossbars." In Proceedings International Test Conference. Vol. 2019-November. 2019.
"How to obtain and run light and efficient deep learning networks." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad. Vol. 2019-November. 2019.
"HyPar: Towards hybrid parallelism for deep learning accelerator array." In Proceedings 25th Ieee International Symposium on High Performance Computer Architecture, Hpca 2019, 56-68. 2019.
"Learning Efficient Sparse Structures in Speech Recognition." In 2015 Ieee International Conference on Acoustics, Speech, and Signal Processing (Icassp), 2717-2721. Vol. 2019-May. 2019.
"Low-Power Computer Vision: Status, Challenges, and Opportunities." Ieee Journal on Emerging and Selected Topics in Circuits and Systems 9, no. 2 (2019): 411-421.
"Machine learning-based pre-routing timing prediction with reduced pessimism." In Proceedings Design Automation Conference. 2019.
"Markov Chain Based Efficient Defense Against Adversarial Examples in Computer Vision." Ieee Access 7 (2019): 5695-5706.
"Message from the General Chairs." In Proceedings of Ieee Computer Society Annual Symposium on Vlsi, Isvlsi. Vol. 2019-July. 2019.
"MobiEye: An efficient cloud-based video detection system for real-time mobile applications." In Proceedings Design Automation Conference. 2019.
"MSNet: Structural wired neural architecture search for internet of things." In Proceedings 2019 International Conference on Computer Vision Workshop, Iccvw 2019, 2033-2036. 2019.
"NeuralHMC: An efficient HMC-based accelerator for deep neural networks." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 432-437. 2019.
"Neuromorphic computing systems: From CMOS to emerging nonvolatile memory." Ipsj Transactions on System Lsi Design Methodology 12 (2019): 53-64.
"A novel image encryption scheme based on DNA sequence operations and chaotic systems." Neural Computing and Applications 31, no. 1 (2019): 219-237.
"An overview of in-memory processing with emerging non-volatile memory for data-intensive applications." In Proceedings of the Acm Great Lakes Symposium on Vlsi, Glsvlsi, 381-386. 2019.
"Poster abstract: An efficient edge-assisted mobile system for video photorealistic style transfer." In Proceedings of the 4th Acm/Ieee Symposium on Edge Computing, Sec 2019, 332-333. 2019.
"Preface.. Vol. 46., 2019.
RC-NVM: Dual-Addressing Non-Volatile Memory Architecture Supporting Both Row and Column Memory Accesses." Ieee Transactions on Computers 68, no. 2 (2019): 239-254.
"ReBNN: in-situ acceleration of binarized neural networks in ReRAM using complementary resistive cell." Ccf Transactions on High Performance Computing 1, no. 3-4 (2019): 196-208.
"RED: A ReRAM-based Deconvolution Accelerator." In Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, Date 2019, 1763-1768. 2019.
"REGENT: A Heterogeneous ReRAM/GPU-based Architecture Enabled by NoC for Training CNNs." In Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, Date 2019, 522-527. 2019.
"Reshaping Future Computing Systems with Emerging Nonvolatile Memory Technologies." Ieee Micro 39, no. 1 (2019): 54-57.
"Resistive Memory‐Based In‐Memory Computing: From Device and Large‐Scale Integration System Perspectives." Advanced Intelligent Systems 1, no. 7 (2019): 1900068.
"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.
"