Publications
A Compact Memristor-Based Dynamic Synapse for Spiking Neural Networks." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 36, no. 8 (2017): 1353-1366.
"Conventional and Neuromorphic Systems Leveraging Emerging Memory Technologies." In 2017 International Symposium on Vlsi Design, Automation and Test (Vlsi Dat). 2017.
"Coordinating Filters for Faster Deep Neural Networks." In Proceedings of the Ieee International Conference on Computer Vision, 658-666. Vol. 2017-October. 2017.
"Cross-layer optimization for multilevel cell STT-RAM caches." Ieee Transactions on Very Large Scale Integration (Vlsi) Systems 25, no. 6 (2017): 1807-1820.
"Data-Pattern-Aware Error Prevention Technique to Improve System Reliability." Ieee Transactions on Very Large Scale Integration (Vlsi) Systems 25, no. 4 (2017): 1433-1443.
"Energy-Aware Adaptive Restore Schemes for MLC STT-RAM Cache." Ieee Transactions on Computers 66, no. 5 (2017): 786-798.
"An Energy-Efficient GPGPU Register File Architecture Using Racetrack Memory." Ieee Transactions on Computers 66, no. 9 (2017): 1478-1490.
"An ensemble approach to activity recognition based on binary sensor readings." In 2017 Ieee 19th International Conference on E Health Networking, Applications and Services, Healthcom 2017, 1-5. Vol. 2017-December. 2017.
"Exploiting multiple write modes of Nonvolatile main memory in embedded systems." Acm Transactions on Embedded Computing Systems 16, no. 4 (2017): 1-26.
"Extending the lifetime of object-based NAND flash device with STT-RAM/DRAM hybrid buffer." In Proceedings of the Asia and South Pacific Design Automation Conference, Asp Dac, 764-769. 2017.
"Faster cnns with direct sparse convolutions and guided pruning." In 5th International Conference on Learning Representations, Iclr 2017 Conference Track Proceedings. 2017.
"FlexLevel NAND Flash Storage System Design to Reduce LDPC Latency." Ieee Transactions on Computer Aided Design of Integrated Circuits and Systems 36, no. 7 (2017): 1167-1180.
"Forgetting memristor based neuromorphic system for pattern training and recognition." Neurocomputing 222 (2017): 47-53.
"An FPGA design framework for CNN sparsification and acceleration." In Proceedings Ieee 25th Annual International Symposium on Field Programmable Custom Computing Machines, Fccm 2017. 2017.
"Giant Spin-Hall assisted STT-RAM and logic design." Integration, the Vlsi Journal 58 (2017): 253-261.
"Group Scissor: Scaling Neuromorphic Computing Design to Large Neural Networks." In Proceedings Design Automation Conference. Vol. Part 128280. 2017.
"Guest Editorial Special Issue on Nanoelectronic Devices and Circuits for Next Generation Sensing and Information Processing." Ieee Transactions on Nanotechnology 16, no. 3 (2017): 383-386.
"Guest Editors' Introduction: Critical and Enabling Techniques for Emerging Memories." Ieee Design & Test 34, no. 3 (2017): 6-7.
"Hardware implementation of echo state networks using memristor double crossbar arrays." In Proceedings of the International Joint Conference on Neural Networks, 2171-2177. Vol. 2017-May. 2017.
"Hybrid spiking-based multi-layered self-learning neuromorphic system based on memristor crossbar arrays." In Proceedings of the 2017 Design, Automation and Test in Europe, Date 2017, 776-781. 2017.
"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 scheme based on three-dimensional Brownian motion and chaotic system." Chinese Physics B 26, no. 2 (2017): 020504.
"Improving write performance and extending endurance of object-based NAND flash devices." Acm Transactions on Embedded Computing Systems 17, no. 1 (2017): 1-26.
"A lightweight progress maximization scheduler for non-volatile processor under unstable energy harvesting." In Acm Sigplan Notices, 101-110. Vol. 52. 2017.
"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.
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