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ORCIDJ. Joshua Yang
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- affiliation: University of Massachusetts, Department of Electrical and Computer Engineering, Amherst, MA, USA
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Journal Articles
- 2023
[j15]Feng Miao
, J. Joshua Yang, Ilia Valov, Yang Chai:
Editorial: Focus issue on 2D materials for neuromorphic computing. Neuromorph. Comput. Eng. 3(1): 10201 (2023)- [j14]Taehwan Moon, Hyun Jae Lee, Seung Geol Nam, Hagyoul Bae, Duk-Hyun Choe, Sanghyun Jo, Yun Seong Lee, Yoonsang Park, J. Joshua Yang, Jinseong Heo:
Parallel synaptic design of ferroelectric tunnel junctions for neuromorphic computing. Neuromorph. Comput. Eng. 3(2): 24001 (2023) - 2022
- [j13]Dennis V. Christensen, Regina Dittmann, Bernabé Linares-Barranco, Abu Sebastian, Manuel Le Gallo, Andrea Redaelli, Stefan Slesazeck, Thomas Mikolajick, Sabina Spiga, Stephan Menzel, Ilia Valov, Gianluca Milano, Carlo Ricciardi, Shi-Jun Liang, Feng Miao, Mario Lanza, Tyler J. Quill, Scott T. Keene, Alberto Salleo, Julie Grollier, Danijela Markovic, Alice Mizrahi, Peng Yao, J. Joshua Yang, Giacomo Indiveri, John Paul Strachan, Suman Datta, Elisa Vianello, Alexandre Valentian, Johannes Feldmann, Xuan Li, Wolfram H. P. Pernice, Harish Bhaskaran, Steve B. Furber, Emre Neftci, Franz Scherr, Wolfgang Maass, Srikanth Ramaswamy, Jonathan Tapson, Priyadarshini Panda, Youngeun Kim, Gouhei Tanaka, Simon Thorpe, Chiara Bartolozzi, Thomas A. Cleland, Christoph Posch, Shih-Chii Liu, Gabriella Panuccio, Mufti Mahmud, Arnab Neelim Mazumder, Morteza Hosseini, Tinoosh Mohsenin, Elisa Donati, Silvia Tolu, Roberto Galeazzi, Martin Ejsing Christensen, Sune Holm, Daniele Ielmini, N. Pryds:
2022 roadmap on neuromorphic computing and engineering. Neuromorph. Comput. Eng. 2(2): 22501 (2022) - 2019
- [j12]Rivu Midya, Zhongrui Wang, Shiva Asapu, Xumeng Zhang, Mingyi Rao, Wenhao Song, Ye Zhuo, Navnidhi K. Upadhyay, Qiangfei Xia, J. Joshua Yang:
Reservoir Computing Using Diffusive Memristors. Adv. Intell. Syst. 1(7): 1900084 (2019) - [j11]An Chen, Supriyo Datta, Xiaobo Sharon Hu, Michael T. Niemier, Tajana Simunic Rosing, J. Joshua Yang:
A Survey on Architecture Advances Enabled by Emerging Beyond-CMOS Technologies. IEEE Des. Test 36(3): 46-68 (2019) - [j10]Can Li, Zhongrui Wang, Mingyi Rao, Daniel Belkin, Wenhao Song, Hao Jiang, Peng Yan, Yunning Li, Peng Lin, Miao Hu, Ning Ge, John Paul Strachan, Mark Barnell, Qing Wu, R. Stanley Williams, J. Joshua Yang, Qiangfei Xia:
Long short-term memory networks in memristor crossbar arrays. Nat. Mach. Intell. 1(1): 49-57 (2019) - [j9]Zhongrui Wang, Can Li, Peng Lin, Mingyi Rao, Yongyang Nie, Wenhao Song, Qinru Qiu, Yunning Li, Peng Yan, John Paul Strachan, Ning Ge, Nathan McDonald, Qing Wu, Miao Hu, Huaqiang Wu, R. Stanley Williams, Qiangfei Xia, J. Joshua Yang:
In situ training of feed-forward and recurrent convolutional memristor networks. Nat. Mach. Intell. 1(9): 434-442 (2019) - 2018
- [j8]Vignesh Ravichandran, Can Li, Ali BanaGozar, J. Joshua Yang, Qiangfei Xia:
Artificial neural networks based on memristive devices. Sci. China Inf. Sci. 61(6): 060423:1-060423:14 (2018) - [j7]Nihar Athreyas, Wenhao Song, J. Blair Perot, Qiangfei Xia, Abbie Mathew, Jai Gupta, Dev Gupta, J. Joshua Yang:
Memristor-CMOS Analog Coprocessor for Acceleration of High-Performance Computing Applications. ACM J. Emerg. Technol. Comput. Syst. 14(3): 38:1-38:30 (2018) - 2017
- [j6]Miao Hu, Yiran Chen, J. Joshua Yang, Yu Wang, Hai Helen Li:
A Compact Memristor-Based Dynamic Synapse for Spiking Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 36(8): 1353-1366 (2017) - 2016
- [j5]Navnidhi K. Upadhyay, Saumil Joshi, J. Joshua Yang:
Synaptic electronics and neuromorphic computing. Sci. China Inf. Sci. 59(6): 061404:1-061404:26 (2016) - [j4]Xiaoxiao Liu, Mengjie Mao, Beiye Liu, Boxun Li, Yu Wang, Hao Jiang, Mark Barnell, Qing Wu, Jianhua Joshua Yang, Hai Li, Yiran Chen:
Harmonica: A Framework of Heterogeneous Computing Systems With Memristor-Based Neuromorphic Computing Accelerators. IEEE Trans. Circuits Syst. I Regul. Pap. 63-I(5): 617-628 (2016) - 2015
- [j3]Themis Prodromakis, Wei Lu, Jianhua Joshua Yang, Omid Kavehei:
Guest Editorial Solid-state Memristive Devices and Systems. IEEE J. Emerg. Sel. Topics Circuits Syst. 5(2): 121-122 (2015) - 2013
- [j2]J. Joshua Yang, R. Stanley Williams:
Memristive devices in computing system: Promises and challenges. ACM J. Emerg. Technol. Comput. Syst. 9(2): 11:1-11:20 (2013) - 2010
- [j1]Julien Borghetti, Gregory S. Snider, Philip Kuekes, J. Joshua Yang, Duncan R. Stewart, R. Stanley Williams:
'Memristive' switches enable 'stateful' logic operations via material implication. Nat. 464(7290): 873-876 (2010)
Conference and Workshop Papers
- 2023
- [c18]Ye Zhuo, Zerui Liu, Deming Meng, Pan Hu, Wenhao Song, Yunxiang Wang, Ruoyu Zhao, Tse-Hsien Ou, Sushmit Hossain, Alyna Xinxia Tang, J. Joshua Yang, Wei Wu:
Early Prevention of Heart Attacks Using Memristor-Based Machine Learning and Surface Enhanced Raman Spectroscopy with Collapsible Nanofinger. MetroXRAINE 2023: 1122-1127 - 2021
- [c17]Fatemeh Kiani, Jun Yin, Zhongrui Wang, J. Joshua Yang, Qiangfei Xia:
All Hardware-Based Two-Layer Perceptron Implemented in Memristor Crossbar Arrays. ISCAS 2021: 1-5 - 2018
- [c16]Hao Jiang, Kevin Yamada, Zizhe Ren, Thomas Kwok, Fu Luo, Qing Yang, Xiaorong Zhang, J. Joshua Yang, Qiangfei Xia, Yiran Chen, Hai Helen Li, Qing Wu, Mark Barnell:
Pulse-Width Modulation based Dot-Product Engine for Neuromorphic Computing System using Memristor Crossbar Array. ISCAS 2018: 1-4 - [c15]Can Li, Yunning Li, Hao Jiang, Wenhao Song, Peng Lin, Zhongrui Wang, J. Joshua Yang, Qiangfei Xia, Miao Hu, Eric Montgomery, Jiaming Zhang, Noraica Dávila, Catherine E. Graves, Zhiyong Li, John Paul Strachan, R. Stanley Williams, Ning Ge, Mark Barnell, Qing Wu:
Large Memristor Crossbars for Analog Computing. ISCAS 2018: 1-4 - [c14]Zhongrui Wang, Rivu Midya, Saumil Joshi, Hao Jiang, Can Li, Peng Lin, Wenhao Song, Mingyi Rao, Yunning Li, Mark Barnell, Qing Wu, Qiangfei Xia, J. Joshua Yang:
Unconventional computing with diffusive memristors. ISCAS 2018: 1-5 - 2017
- [c13]Bonan Yan, Jianhua Joshua Yang, Qing Wu, Yiran Chen, Hai Li:
A closed-loop design to enhance weight stability of memristor based neural network chips. ICCAD 2017: 541-548 - [c12]Leibin Ni, Zichuan Liu, Wenhao Song, J. Joshua Yang, Hao Yu, Kanwen Wang, Yuangang Wang:
An energy-efficient and high-throughput bitwise CNN on sneak-path-free digital ReRAM crossbar. ISLPED 2017: 1-6 - 2016
- [c11]Miao Hu, John Paul Strachan, Zhiyong Li, Emmanuelle M. Grafals, Noraica Davila, Catherine Graves, Sity Lam, Ning Ge, Jianhua Joshua Yang, R. Stanley Williams:
Dot-product engine for neuromorphic computing: programming 1T1M crossbar to accelerate matrix-vector multiplication. DAC 2016: 19:1-19:6 - [c10]Somnath Chakraborty, Saumil Joshi, Qiangfei Xia, Hai Li, Yiran Chen, Hao Jiang, Qing Wu, Mark Barnell, J. Joshua Yang:
Built-in selectors self-assembled into memristors. ISCAS 2016: 181-184 - [c9]Hao Jiang, Weijie Zhu, Fu Luo, Kangjun Bai, Chenchen Liu, Xiaorong Zhang, J. Joshua Yang, Qiangfei Xia, Yiran Chen, Qing Wu:
Cyclical sensing integrate-and-fire circuit for memristor array based neuromorphic computing. ISCAS 2016: 930-933 - [c8]Bonan Yan, Amr Mahmoud Mahmoud, Jianhua Joshua Yang, Qing Wu, Yiran Chen, Hai (Helen) Li:
A neuromorphic ASIC design using one-selector-one-memristor crossbar. ISCAS 2016: 1390-1393 - 2015
- [c7]Xiaoxiao Liu, Mengjie Mao, Beiye Liu, Hai Li, Yiran Chen, Boxun Li, Yu Wang, Hao Jiang, Mark Barnell, Qing Wu, Jianhua Joshua Yang:
RENO: a high-efficient reconfigurable neuromorphic computing accelerator design. DAC 2015: 66:1-66:6 - 2014
- [c6]Xiaoxiao Liu, Mengjie Mao, Hai Li, Yiran Chen, Hao Jiang, J. Joshua Yang, Qing Wu, Mark Barnell:
A heterogeneous computing system with memristor-based neuromorphic accelerators. HPEC 2014: 1-6 - [c5]Byung Joon Choi, Ning Ge, J. Joshua Yang, Min-Xian Zhang, R. Stanley Williams, Kate J. Norris, Nobuhiko P. Kobayashi:
New materials for memristive switching. ISCAS 2014: 2808-2811 - 2012
- [c4]Gilberto Medeiros-Ribeiro, J. Joshua Yang, Janice H. Nickel, Antonio Torrezan, John Paul Strachan, R. Stanley Williams:
Designing memristors: Physics, materials science and engineering. ISCAS 2012: 2513-2516 - 2011
- [c3]Chun Jason Xue, Youtao Zhang, Yiran Chen, Guangyu Sun, Jianhua Joshua Yang, Hai Li:
Emerging non-volatile memories: opportunities and challenges. CODES+ISSS 2011: 325-334 - [c2]Gilberto Medeiros-Ribeiro, Janice H. Nickel, J. Joshua Yang:
Progress in CMOS-memristor integration. ICCAD 2011: 246-249 - 2010
- [c1]Dmitri B. Strukov, Duncan R. Stewart, Julien Borghetti, Xuema Li, Matthew D. Pickett, Gilberto Medeiros-Ribeiro, Warren Robinett, Gregory S. Snider, John Paul Strachan, Wei Wu, Qiangfei Xia, J. Joshua Yang, R. Stanley Williams:
Hybrid CMOS/memristor circuits. ISCAS 2010: 1967-1970
Informal and Other Publications
- 2023
- [i7]Giovanni Finocchio, Supriyo Bandyopadhyay, Peng Lin, Gang Pan, J. Joshua Yang, Riccardo Tomasello, Christos Panagopoulos, Mario Carpentieri, Vito Puliafito, Johan Åkerman, Hiroki Takesue, Amit Ranjan Trivedi, Saibal Mukhopadhyay, Kaushik Roy, Vinod K. Sangwan, Mark C. Hersam, Anna Giordano, Huynsoo Yang, Julie Grollier, Kerem Yunus Camsari, Peter L. McMahon, Supriyo Datta, Jean Anne C. Incorvia, Joseph S. Friedman, Sorin Cotofana, Florin Ciubotaru, Andrii V. Chumak, Azad J. Naeemi, Brajesh Kumar Kaushik, Yao Zhu, Kang Wang, Belita Koiller, Gabriel Aguilar, Guilherme P. Temporão, Kremena Makasheva, Aida Todri-Sanial, Jennifer Hasler, William Levy, Vwani Roychowdhury, Samiran Ganguly, Avik W. Ghosh, Davi Rodriquez, Satoshi Sunada, Karin Everschor-Sitte, Amit Lal, Shubham Jadhav, Massimiliano Di Ventra, Yuriy V. Pershin, Kosuke Tatsumura, Hayato Goto:
Roadmap for Unconventional Computing with Nanotechnology. CoRR abs/2301.06727 (2023) - 2021
- [i6]Dennis V. Christensen, Regina Dittmann, Bernabé Linares-Barranco, Abu Sebastian, Manuel Le Gallo, Andrea Redaelli, Stefan Slesazeck, Thomas Mikolajick, Sabina Spiga, Stephan Menzel, Ilia Valov, Gianluca Milano, Carlo Ricciardi, Shi-Jun Liang, Feng Miao, Mario Lanza, Tyler J. Quill, Scott T. Keene, Alberto Salleo, Julie Grollier, Danijela Markovic, Alice Mizrahi, Peng Yao, J. Joshua Yang, Giacomo Indiveri, John Paul Strachan, Suman Datta, Elisa Vianello, Alexandre Valentian, Johannes Feldmann, Xuan Li, Wolfram H. P. Pernice, Harish Bhaskaran, Emre Neftci, Srikanth Ramaswamy, Jonathan Tapson, Franz Scherr, Wolfgang Maass, Priyadarshini Panda, Youngeun Kim, Gouhei Tanaka, Simon Thorpe, Chiara Bartolozzi, Thomas A. Cleland, Christoph Posch, Shih-Chii Liu, Arnab Neelim Mazumder, Morteza Hosseini, Tinoosh Mohsenin, Elisa Donati, Silvia Tolu, Roberto Galeazzi, Martin Ejsing Christensen, Sune Holm, Daniele Ielmini, N. Pryds:
2021 Roadmap on Neuromorphic Computing and Engineering. CoRR abs/2105.05956 (2021) - [i5]Qiming Shao, Zhongrui Wang, Yan Zhou, Shunsuke Fukami, Damien Querlioz, J. Joshua Yang, Yiran Chen, Leon O. Chua:
Spintronic memristors for computing. CoRR abs/2112.02879 (2021) - 2019
- [i4]Fuxi Cai, Suhas Kumar, Thomas Van Vaerenbergh, Rui Liu, Can Li, Shimeng Yu, Qiangfei Xia, J. Joshua Yang, Raymond G. Beausoleil, Wei Lu, John Paul Strachan:
Harnessing Intrinsic Noise in Memristor Hopfield Neural Networks for Combinatorial Optimization. CoRR abs/1903.11194 (2019) - [i3]Tom Conte, Erik DeBenedictis, Natesh Ganesh, Todd Hylton, John Paul Strachan, R. Stanley Williams, Alexander A. Alemi, Lee Altenberg, Gavin E. Crooks, James P. Crutchfield, Lídia del Rio, Josh Deutsch, Michael Robert DeWeese, Khari Douglas, Massimiliano Esposito, Michael P. Frank, Robert Fry, Peter Harsha, Mark D. Hill, Christopher T. Kello, Jeff Krichmar, Suhas Kumar, Shih-Chii Liu, Seth Lloyd, Matteo Marsili, Ilya Nemenman, Alex Nugent, Norman H. Packard, Dana Randall, Peter Sadowski, Narayana Santhanam, Robert Shaw, Adam Z. Stieg, Elan Stopnitzky, Christof Teuscher, Chris Watkins, David H. Wolpert, J. Joshua Yang, Yan Yufik:
Thermodynamic Computing. CoRR abs/1911.01968 (2019) - 2018
- [i2]Shuang Pi, Can Li, Hao Jiang, Weiwei Xia, Huolin Xin, J. Joshua Yang, Qiangfei Xia:
Memristor Crossbars with 4.5 Terabits-per-Inch-Square Density and Two Nanometer Dimension. CoRR abs/1804.09848 (2018) - [i1]Can Li, Zhongrui Wang, Mingyi Rao, Daniel Belkin, Wenhao Song, Hao Jiang, Peng Yan, Yunning Li, Peng Lin, Miao Hu, Ning Ge, John Paul Strachan, Mark Barnell, Qing Wu, R. Stanley Williams, J. Joshua Yang, Qiangfei Xia:
Long short-term memory networks in memristor crossbars. CoRR abs/1805.11801 (2018)
Coauthor Index
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