Publications
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.
"Hardware realization of BSB recall function using memristor crossbar arrays." In Proceedings Design Automation Conference, 498-503. 2012.
"A hardware security scheme for RRAM-based FPGA." In 2013 23rd International Conference on Field Programmable Logic and Applications, Fpl 2013 Proceedings. 2013.
"Hermes: Decentralized dynamic spectrum access system for massive devices deployment in 5g." In International Conference on Embedded Wireless Systems and Networks. 2021.
"HERO: Hessian-Enhanced Robust Optimization for Unifying and Improving Generalization and Quantization Performance." In Proceedings Design Automation Conference, 25-30. 2022.
"A heterogeneous computing system with memristor-based neuromorphic accelerators." In 2014 Ieee High Performance Extreme Computing Conference, Hpec 2014. 2014.
"Heterogeneous Manycore Architectures Enabled by Processing-in-Memory for Deep Learning: From CNNs to GNNs." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad. Vol. 2021-November. 2021.
"Heterogeneous systems with reconfigurable neuromorphic computing accelerators." In Proceedings Ieee International Symposium on Circuits and Systems, 125-128. Vol. 2016-July. 2016.
"Hierarchical library based power estimator for versatile FPGAs." In 25th International Conference on Field Programmable Logic and Applications, Fpl 2015, 25-32. 2015.
"A high performance IDDQ testable cache for scaled CMOS technologies." In Proceedings of the Asian Test Symposium, 157-162. Vol. 2002-January. 2002.
"Highly efficient neuromorphic computing systems with emerging nonvolatile memories." In Smart Structures and Materials 2005: Active Materials: Behavior and Mechanics. Vol. 11324. 2020.
"A high-speed robust NVM-TCAM design using body bias feedback." In Proceedings of the Acm Great Lakes Symposium on Vlsi, Glsvlsi, 69-74. Vol. 20-22-May-2015. 2015.
"HitM: High-Throughput ReRAM-based PIM for Multi-Modal Neural Networks." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad. Vol. 2020-November. 2020.
"A holistic tri-region MLC STT-RAM design with combined performance, energy, and reliability optimizations." In Proceedings of the 2016 Design, Automation and Test in Europe Conference and Exhibition, Date 2016, 1285-1290. 2016.
"How good is your verilog RTL code? A quick answer from machine learning." In Ieee/Acm International Conference on Computer Aided Design, Digest of Technical Papers, Iccad. 2022.
"How is energy consumed in smartphone display applications?" In Acm Hotmobile 2013: the 14th Workshop on Mobile Computing Systems and Applications. 2013.
"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.
"A hybrid solid-state storage architecture for the performance, energy consumption, and lifetime improvement." In Proceedings International Symposium on High Performance Computer Architecture. 2010.
"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.
"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.
"ICE: Inline calibration for memristor crossbar-based computing engine." In Proceedings Design, Automation and Test in Europe, Date. 2014.
"An Image Compression Method using Sparse Representation and Grey Relation." In Proceedings of 2013 Ieee International Conference on Grey Systems and Intelligent Services (Gsis), 53-56. 2013.
"Impact of process variations on emerging memristor." In Proceedings Design Automation Conference, 877-882. 2010.
"Improving energy efficiency of write-asymmetric memories by log style write." In Proceedings of the International Symposium on Low Power Electronics and Design, 173-178. 2012.
"Improving Gradient Regularization using Complex-Valued Neural Networks." In Proceedings of Machine Learning Research, 11953-11963. Vol. 139. 2021.
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