Publications
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.
"A Low-Overhead Encoding Scheme to Extend the Lifetime of Nonvolatile Memories." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 39, no. 10 (2020): 2516-2529.
"Low-energy volatile STT-RAM cache design using cache-coherence-enabled adaptive refresh." Acm Transactions on Design Automation of Electronic Systems 19, no. 1 (2013): 1-23.
"A low-cost and high-speed hardware implementation of spiking neural network." Neurocomputing 382 (2020): 106-115.
"Low voltage two-state-variable memristor model of vacancy-drift resistive switches." Applied Physics A: Materials Science and Processing 119, no. 1 (2015): 1-9.
"Looking Ahead for Resistive Memory Technology: A broad perspective on ReRAM technology for future storage and computing." Ieee Consumer Electronics Magazine 6, no. 1 (2017): 94-103.
"Library-based placement and routing in FPGAs with support of partial reconfiguration." Acm Transactions on Design Automation of Electronic Systems 21, no. 4 (2016): 1-26.
"Leveraging Stochastic Memristor Devices in Neuromorphic Hardware Systems." Ieee Journal on Emerging and Selected Topics in Circuits and Systems 6, no. 2 (2016): 235-246.
"Learning to Train CNNs on Faulty ReRAM-based Manycore Accelerators." Acm Transactions on Embedded Computing Systems 20, no. 5s (2021): 1-23.
"IVQ: In-Memory Acceleration of DNN Inference Exploiting Varied Quantization." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 41, no. 12 (2022): 5313-5326.
"ISLPED 2022: An Experience of a Hybrid Conference in the Time of COVID-19." Ieee Design & Test 40, no. 1 (2023): 105-107.
"Introduction to the Special Section on Energy-Efficient AI Chips." Acm Transactions on Design Automation of Electronic Systems 27, no. 5 (2022).
"Introduction to the Special Issue on the 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS 2020)." Ieee Journal on Emerging and Selected Topics in Circuits and Systems 10, no. 4 (2020): 403-405.
"Introduction to the Special Issue on Hardware and Algorithms for Efficient Machine Learning-Part 2." Acm Journal on Emerging Technologies in Computing Systems 17, no. 4 (2021).
"Introduction to the Special Issue on Accelerating AI on the Edge - Part 2." Acm Transactions on Embedded Computing Systems 21, no. 6 (2022): 1-5.
"Introduction of Special Issue on Hardware and Algorithms for Efficient Machine LearningΓÇôPart 1." Acm Journal on Emerging Technologies in Computing Systems 17, no. 2 (2021).
"INOR—An Intelligent noise reduction method to defend against adversarial audio examples." Neurocomputing 401 (2020): 160-172.
"Improving Write Performance on Cross-Point RRAM Arrays by Leveraging Multidimensional Non-Uniformity of Cell Effective Voltage." Ieee Transactions on Computers 70, no. 4 (2021): 566-580.
"Improving write performance and extending endurance of object-based NAND flash devices." Acm Transactions on Embedded Computing Systems 17, no. 1 (2017): 1-26.
"Improving Out-of-Distribution Detection by Learning from the Deployment Environment." Ieee Journal of Selected Topics in Applied Earth Observations and Remote Sensing 15 (2022): 2070-2086.
"Improving Multilevel Writes on Vertical 3-D Cross-Point Resistive Memory." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 40, no. 4 (2021): 762-775.
"An image encryption scheme based on three-dimensional Brownian motion and chaotic system." Chinese Physics B 26, no. 2 (2017): 020504.
"An image encryption algorithm based on the memristive hyperchaotic system, cellular automata and DNA sequence operations." Signal Processing: Image Communication 52 (2017): 6-19.
"An image encryption algorithm based on chaotic system and compressive sensing." Signal Processing 148 (2018): 124-144.
"A Hybrid-Grained Remapping Defense Scheme Against Hard Failures for Row-Column-NVM." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 41, no. 6 (2022): 1842-1854.
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