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Yanzhi Wang, Ph.D. - Publications

Affiliations: 
2014 Electrical Engineering University of Southern California, Los Angeles, CA, United States 
Area:
Electronics and Electrical Engineering, Computer Engineering, Energy
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43 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Liu Y, Liu S, Wang Y, Lombardi F, Han J. A Survey of Stochastic Computing Neural Networks for Machine Learning Applications. Ieee Transactions On Neural Networks and Learning Systems. PMID 32755867 DOI: 10.1109/Tnnls.2020.3009047  0.434
2020 Kakillioglu B, Ren A, Wang Y, Velipasalar S. 3D Capsule Networks for Object Classification With Weight Pruning Ieee Access. 8: 27393-27405. DOI: 10.1109/Access.2020.2971950  0.335
2019 Yin C, Tang J, Xu Z, Wang Y. Memory Augmented Deep Recurrent Neural Network for Video Question Answering. Ieee Transactions On Neural Networks and Learning Systems. PMID 31545745 DOI: 10.1109/Tnnls.2019.2938015  0.301
2019 Chen O, Cai R, Wang Y, Ke F, Yamae T, Saito R, Takeuchi N, Yoshikawa N. Adiabatic Quantum-Flux-Parametron: Towards Building Extremely Energy-Efficient Circuits and Systems. Scientific Reports. 9: 10514. PMID 31324832 DOI: 10.1038/S41598-019-46595-W  0.396
2019 Li Z, Li J, Ren A, Cai R, Ding C, Qian X, Draper J, Yuan B, Tang J, Qiu Q, Wang Y. HEIF: Highly Efficient Stochastic Computing-Based Inference Framework for Deep Neural Networks Ieee Transactions On Computer-Aided Design of Integrated Circuits and Systems. 38: 1543-1556. DOI: 10.1109/Tcad.2018.2852752  0.752
2019 Xu Z, Tang J, Yin C, Wang Y, Xue G. Experience-Driven Congestion Control: When Multi-Path TCP Meets Deep Reinforcement Learning Ieee Journal On Selected Areas in Communications. 37: 1325-1336. DOI: 10.1109/Jsac.2019.2904358  0.325
2018 Sun M, Xue Y, Bogdan P, Tang J, Wang Y, Lin X. Hierarchical and hybrid energy storage devices in data centers: Architecture, control and provisioning. Plos One. 13: e0191450. PMID 29351553 DOI: 10.1371/Journal.Pone.0191450  0.417
2018 Kim J, Baek D, Ding C, Lin S, Shin D, Lin X, Wang Y, Cho YH, Park SH, Chang N. Dynamic Reconfiguration of Thermoelectric Generators for Vehicle Radiators Energy Harvesting Under Location-Dependent Temperature Variations Ieee Transactions On Very Large Scale Integration Systems. 26: 1241-1253. DOI: 10.1109/Tvlsi.2018.2812705  0.748
2018 Cui T, Li J, Wang Y, Nazarian S, Pedram M. An Exploration of Applying Gate-Length-Biasing Techniques to Deeply-Scaled FinFETs Operating in Multiple Voltage Regimes Ieee Transactions On Emerging Topics in Computing. 6: 172-183. DOI: 10.1109/Tetc.2016.2640185  0.522
2018 Liu Y, Liu S, Wang Y, Lombardi F, Han J. A Stochastic Computational Multi-Layer Perceptron with Backward Propagation Ieee Transactions On Computers. 67: 1273-1286. DOI: 10.1109/Tc.2018.2817237  0.434
2018 Ding C, Li H, Zheng W, Wang Y, Lin X. Reconfigurable Photovoltaic Systems for Electric Vehicles Ieee Design & Test of Computers. 35: 37-43. DOI: 10.1109/Mdat.2018.2841344  0.734
2018 Liu S, Wang Y, Fardad M, Varshney PK. A Memristor-Based Optimization Framework for Artificial Intelligence Applications Ieee Circuits and Systems Magazine. 18: 29-44. DOI: 10.1109/Mcas.2017.2785421  0.415
2018 Shrestha A, Ahmed K, Wang Y, Widemann DP, Moody AT, Essen BCV, Qiu Q. Modular Spiking Neural Circuits for Mapping Long Short-Term Memory on a Neurosynaptic Processor Ieee Journal On Emerging and Selected Topics in Circuits and Systems. 8: 782-795. DOI: 10.1109/Jetcas.2018.2856117  0.631
2018 Liu Y, Wang Y, Lombardi F, Han J. An Energy-Efficient Online-Learning Stochastic Computational Deep Belief Network Ieee Journal On Emerging and Selected Topics in Circuits and Systems. 8: 454-465. DOI: 10.1109/Jetcas.2018.2852705  0.432
2018 Li H, Cai R, Liu N, Lin X, Wang Y. Deep reinforcement learning: Algorithm, applications, and ultra-low-power implementation Nano Communication Networks. 16: 81-90. DOI: 10.1016/J.Nancom.2018.02.003  0.458
2018 Cai R, Ren A, Soundarajan S, Wang Y. A low-computation-complexity, energy-efficient, and high-performance linear program solver based on primal–dual interior point method using memristor crossbars Nano Communication Networks. 18: 62-71. DOI: 10.1016/J.Nancom.2018.01.001  0.33
2017 Cui T, Chen S, Wang Y, Nazarian S, Pedram M. Optimal Control of PEVs with a Charging Aggregator Considering Regulation Service Provisioning Acm Transactions On Cyber-Physical Systems. 1: 23. DOI: 10.1145/3086507  0.548
2017 Lee W, Han K, Wang Y, Cui T, Nazarian S, Pedram M. TEI-power: Temperature Effect Inversion--Aware Dynamic Thermal Management Acm Transactions On Design Automation of Electronic Systems. 22: 51. DOI: 10.1145/3019941  0.544
2017 Xie Y, Liao S, Yuan B, Wang Y, Wang Z. Fully-Parallel Area-Efficient Deep Neural Network Design Using Stochastic Computing Ieee Transactions On Circuits and Systems Ii-Express Briefs. 64: 1382-1386. DOI: 10.1109/Tcsii.2017.2746749  0.446
2017 Ding C, Liu N, Wang Y, Li J, Heidari S, Hu J, Liu Y. Multisource Indoor Energy Harvesting for Nonvolatile Processors Ieee Design & Test of Computers. 34: 42-49. DOI: 10.1109/Mdat.2017.2682242  0.75
2017 Li J, Yuan Z, Li Z, Ren A, Ding C, Draper J, Nazarian S, Qiu Q, Yuan B, Wang Y. Normalization and dropout for stochastic computing-based deep convolutional neural networks Integration. 65: 395-403. DOI: 10.1016/J.Vlsi.2017.11.002  0.734
2017 Cui T, Chen S, Wang Y, Zhu Q, Nazarian S, Pedram M. An optimal energy co-scheduling framework for smart buildings Integration. 58: 528-537. DOI: 10.1016/J.Vlsi.2016.10.009  0.584
2016 Wang Y, Lin X, Pedram M. A Near-Optimal Model-Based Control Algorithm for Households Equipped With Residential Photovoltaic Power Generation and Energy Storage Systems Ieee Transactions On Sustainable Energy. 7: 77-86. DOI: 10.1109/Tste.2015.2467190  0.614
2016 Yuan B, Wang Y, Wang Z. Area-Efficient Scaling-Free DFT/FFT Design Using Stochastic Computing Ieee Transactions On Circuits and Systems Ii-Express Briefs. 63: 1131-1135. DOI: 10.1109/Tcsii.2016.2603465  0.334
2016 Lin X, Wang Y, Chang N, Pedram M. Concurrent Task Scheduling and Dynamic Voltage and Frequency Scaling in a Real-Time Embedded System With Energy Harvesting Ieee Transactions On Computer-Aided Design of Integrated Circuits and Systems. 35: 1890-1902. DOI: 10.1109/Tcad.2016.2523450  0.386
2016 Wang Y, Pedram M. Model-Free Reinforcement Learning and Bayesian Classification in System-Level Power Management Ieee Transactions On Computers. 65: 3713-3726. DOI: 10.1109/Tc.2016.2543219  0.39
2015 Shafaei A, Chen S, Wang Y, Pedram M. A Cross-Layer Framework for Designing and Optimizing Deeply-Scaled FinFET-Based Cache Memories Journal of Low Power Electronics and Applications. 5: 165-182. DOI: 10.3390/Jlpea5030165  0.365
2015 Lin X, Wang Y, Xie Q, Pedram M. Task Scheduling with Dynamic Voltage and Frequency Scaling for Energy Minimization in the Mobile Cloud Computing Environment Ieee Transactions On Services Computing. 8: 175-186. DOI: 10.1109/Tsc.2014.2381227  0.323
2015 Xie Q, Lin X, Wang Y, Chen S, Dousti MJ, Pedram M. Performance Comparisons Between 7-nm FinFET and Conventional Bulk CMOS Standard Cell Libraries Ieee Transactions On Circuits and Systems Ii-Express Briefs. 62: 761-765. DOI: 10.1109/Tcsii.2015.2391632  0.314
2015 Lee W, Wang Y, Pedram M. Optimizing a Reconfigurable Power Distribution Network in a Multicore Platform Ieee Transactions On Computer-Aided Design of Integrated Circuits and Systems. 34: 1110-1123. DOI: 10.1109/Tcad.2015.2396998  0.634
2015 Triki M, Wang Y, Ammari AC, Pedram M. Hierarchical power management of a system with autonomously power-managed components using reinforcement learning Integration. 48: 10-20. DOI: 10.1016/J.Vlsi.2014.06.001  0.6
2014 Wang Y, Lin X, Kim Y, Xie Q, Pedram M, Chang N. Single-Source, Single-Destination Charge Migration in Hybrid Electrical Energy Storage Systems Ieee Transactions On Very Large Scale Integration Systems. 22: 2752-2765. DOI: 10.1109/Tvlsi.2013.2295050  0.337
2014 Wang Y, Lin X, Pedram M. Adaptive Control for Energy Storage Systems in Households With Photovoltaic Modules Ieee Transactions On Smart Grid. 5: 992-1001. DOI: 10.1109/Tsg.2013.2292518  0.451
2014 Xie Q, Kim Y, Wang Y, Kim J, Chang N, Pedram M. Principles and Efficient Implementation of Charge Replacement in Hybrid Electrical Energy Storage Systems Ieee Transactions On Power Electronics. 29: 6110-6123. DOI: 10.1109/Tpel.2013.2295601  0.425
2014 Wang Y, Lin X, Pedram M. A Stackelberg Game-Based Optimization Framework of the Smart Grid With Distributed PV Power Generations and Data Centers Ieee Transactions On Energy Conversion. 29: 978-987. DOI: 10.1109/Tec.2014.2363048  0.414
2014 Wang Y, Lin X, Kim Y, Chang N, Pedram M. Architecture and Control Algorithms for Combating Partial Shading in Photovoltaic Systems Ieee Transactions On Computer-Aided Design of Integrated Circuits and Systems. 33: 917-930. DOI: 10.1109/Tcad.2014.2302383  0.39
2014 Lee W, Wang Y, Shin D, Chang N, Pedram M. Optimizing the Power Delivery Network in a Smartphone Platform Ieee Transactions On Computer-Aided Design of Integrated Circuits and Systems. 33: 36-49. DOI: 10.1109/Tcad.2013.2282287  0.399
2014 Xie Q, Wang Y, Pedram M. Designing soft-edge flip-flop-based linear pipelines operating in multiple supply voltage regimes ☆ Integration. 47: 318-328. DOI: 10.1016/J.Vlsi.2013.11.003  0.378
2014 Kim Y, Koh J, Xie Q, Wang Y, Chang N, Pedram M. A scalable and flexible hybrid energy storage system design and implementation Journal of Power Sources. 255: 410-422. DOI: 10.1016/J.Jpowsour.2013.12.102  0.44
2013 Xie Q, Wang Y, Kim Y, Pedram M, Chang N. Charge Allocation in Hybrid Electrical Energy Storage Systems Ieee Transactions On Computer-Aided Design of Integrated Circuits and Systems. 32: 1003-1016. DOI: 10.1109/Tcad.2013.2250583  0.424
2013 Park S, Park J, Shin D, Wang Y, Xie Q, Pedram M, Chang N. Accurate Modeling of the Delay and Energy Overhead of Dynamic Voltage and Frequency Scaling in Modern Microprocessors Ieee Transactions On Computer-Aided Design of Integrated Circuits and Systems. 32: 695-708. DOI: 10.1109/Tcad.2012.2235126  0.33
2012 Wang Y, Wang L-, Ge J-, Ai B. An Efficient Nonlinear Companding Transform for Reducing PAPR of OFDM Signals Ieee Transactions On Broadcasting. 58: 677-684. DOI: 10.1109/Tbc.2012.2198976  0.313
2012 Shin D, Kim Y, Wang Y, Chang N, Pedram M. Constant-current regulator-based battery-supercapacitor hybrid architecture for high-rate pulsed load applications☆☆☆ Journal of Power Sources. 205: 516-524. DOI: 10.1016/J.Jpowsour.2011.12.043  0.581
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