A Faithful and Compact Diffusive Memristor Model.

R. Stanley Williams Richard Stanley Williams https://scholar.google.com/citations?user=dAFE2L8AAAAJ https://en.wikipedia.org/wiki/R._Stanley_Williams https://orcid.org/0000-0003-0213-4259 https://www.wikidata.org/entity/Q2150649 https://www.researcherid.com/rid/A-8281-2009 https://id.loc.gov/authorities/names/n00002922

Tong Wang Ruoyu Zhao Yichun Xu Ye Zhuo R. Stanley Williams J. Joshua Yang A Faithful and Compact Diffusive Memristor Model. 141-148 2024 December 1 IEEE Trans. Circuits Syst. Artif. Intell. 2 https://doi.org/10.1109/TCASAI.2024.3484370 db/journals/tcasai/tcasai1.html#WangZXZWY24 streams/journals/tcasai

Anil Korkmaz Gianluca Zoppo Francesco Marrone Su-In Yi R. Stanley Williams Fernando Corinto Samuel Palermo Spectral Ranking in Complex Networks Using Memristor Crossbars. 357-370 2023 March 13 IEEE J. Emerg. Sel. Topics Circuits Syst. 1 https://doi.org/10.1109/JETCAS.2023.3237836 db/journals/esticas/esticas13.html#KorkmazZMYWCP23

Anil Korkmaz Gianluca Zoppo Francesco Marrone Fernando Corinto Su-In Yi R. Stanley Williams Samuel Palermo Memristor-based Offset Cancellation Technique in Analog Crossbars. 1-5 2023 ISCAS https://doi.org/10.1109/ISCAS46773.2023.10182120 conf/iscas/2023 db/conf/iscas/iscas2023.html#KorkmazZMCYWP23 Gianluca Zoppo Anil Korkmaz Francesco Marrone Su-In Yi Samuel Palermo Fernando Corinto R. Stanley Williams Gaussian Process for Nonlinear Regression via Memristive Crossbars. 1-5 2023 ISCAS https://doi.org/10.1109/ISCAS46773.2023.10181785 conf/iscas/2023 db/conf/iscas/iscas2023.html#ZoppoKMYPCW23

Su-In Yi A. Alec Talin Matthew J. Marinella Richard Stanley Williams Physical Compact Model for Three-Terminal SONOS Synaptic Circuit Element. 2022 4 Adv. Intell. Syst. 9 https://doi.org/10.1002/aisy.202270044 db/journals/aisy/aisy4.html#YiTMW22

Su-In Yi A. Alec Talin Matthew J. Marinella R. Stanley Williams Physical Compact Model for Three-Terminal SONOS Synaptic Circuit Element. 2022 4 Adv. Intell. Syst. 9 https://doi.org/10.1002/aisy.202200070 db/journals/aisy/aisy4.html#YiTMW22a

Su-In Yi Suhas Kumar R. Stanley Williams Combinatorial Optimization in Hopfield Networks with Noise and Diagonal Perturbations. 321-325 2022 ISCAS https://doi.org/10.1109/ISCAS48785.2022.9937983 conf/iscas/2022 db/conf/iscas/iscas2022.html#YiKW22 Anil Korkmaz Gianluca Zoppo Francesco Marrone Fernando Corinto R. Stanley Williams Samuel Palermo Analog Acceleration of the Power Method using Memristor Crossbars. 1194-1198 2022 ISCAS https://doi.org/10.1109/ISCAS48785.2022.9937543 conf/iscas/2022 db/conf/iscas/iscas2022.html#KorkmazZMCWP22 T. Venkatesan Sreebrata Goswami R. Stanley Williams Sreetosh Goswami Entrenching Decision Trees in a Robust Molecular Circuit Element. 2229-2232 2022 ISCAS https://doi.org/10.1109/ISCAS48785.2022.9937458 conf/iscas/2022 db/conf/iscas/iscas2022.html#VenkatesanGWG22 T. Venkatesan R. Stanley Williams Sreebrata Goswami Sreetosh Goswami Molecular building blocks for non-linear circuits. 2233-2236 2022 ISCAS https://doi.org/10.1109/ISCAS48785.2022.9937888 conf/iscas/2022 db/conf/iscas/iscas2022.html#VenkatesanWGG22 Gianluca Zoppo Francesco Marrone Fernando Corinto Anil Korkmaz Su-In Yi Samuel Palermo R. Stanley Williams A Mathematical Analysis of Wire Resistance Problem in Memristor Crossbars. 249-250 2022 ISOCC https://doi.org/10.1109/ISOCC56007.2022.10031574 conf/isocc/2022 db/conf/isocc/isocc2022.html#ZoppoMCKYPW22

Gianluca Zoppo Anil Korkmaz Francesco Marrone Samuel Palermo Fernando Corinto R. Stanley Williams Analog Solutions of Discrete Markov Chains via Memristor Crossbars. 4910-4923 2021 68 IEEE Trans. Circuits Syst. I Regul. Pap. 12 https://doi.org/10.1109/TCSI.2021.3126477 db/journals/tcasI/tcasI68.html#ZoppoKMPCW21

Su-In Yi Suhas Kumar R. Stanley Williams Improved Hopfield Network Optimization Using Manufacturable Three-Terminal Electronic Synapses. 4970-4978 2021 68 IEEE Trans. Circuits Syst. I Regul. Pap. 12 https://doi.org/10.1109/TCSI.2021.3119648 db/journals/tcasI/tcasI68.html#YiKW21

Ioannis Messaris Timothy D. Brown Ahmet Samil Demirkol Alon Ascoli Mohamad Moner Al Chawa R. Stanley Williams Ronald Tetzlaff Leon O. Chua NbO<sub>2</sub>-Mott Memristor: A Circuit- Theoretic Investigation. 4979-4992 2021 68 IEEE Trans. Circuits Syst. I Regul. Pap. 12 https://doi.org/10.1109/TCSI.2021.3126657 db/journals/tcasI/tcasI68.html#MessarisBDACWTC21

Anil Korkmaz Chaoyi He Linda P. B. Katehi R. Stanley Williams Samuel Palermo Design of Tunable Analog Filters Using Memristive Crossbars. 1-5 2021 ISCAS https://doi.org/10.1109/ISCAS51556.2021.9401275 conf/iscas/2021 db/conf/iscas/iscas2021.html#KorkmazHKWP21 Ioannis Messaris Ronald Tetzlaff Alon Ascoli R. Stanley Williams Suhas Kumar Leon O. Chua A Simplified Model for a NbO2 Mott Memristor Physical Realization. 1-5 2020 ISCAS https://doi.org/10.1109/ISCAS45731.2020.9181036 conf/iscas/2020 db/conf/iscas/iscas2020.html#MessarisTAWKC20

Can Li 0024 Zhongrui Wang Mingyi Rao Daniel Belkin Wenhao Song Hao Jiang 0017 Peng Yan Yunning Li Peng Lin Miao Hu 0002 Ning Ge 0001 John Paul Strachan Mark Barnell Qing Wu 0002 R. Stanley Williams J. Joshua Yang Qiangfei Xia Long short-term memory networks in memristor crossbar arrays. 49-57 2019 1 Nat. Mach. Intell. 1 https://doi.org/10.1038/s42256-018-0001-4 https://www.wikidata.org/entity/Q128722397 db/journals/natmi/natmi1.html#LiWRBSJYLLHGSBW19

Zhongrui Wang Can Li 0024 Peng Lin Mingyi Rao Yongyang Nie Wenhao Song Qinru Qiu Yunning Li Peng Yan John Paul Strachan Ning Ge 0001 Nathan McDonald Qing Wu 0002 Miao Hu 0002 Huaqiang Wu R. Stanley Williams Qiangfei Xia J. Joshua Yang In situ training of feed-forward and recurrent convolutional memristor networks. 434-442 2019 1 Nat. Mach. Intell. 9 https://doi.org/10.1038/s42256-019-0089-1 db/journals/natmi/natmi1.html#WangLLRNSQLYSGM19

Kyung Min Kim R. Stanley Williams A Family of Stateful Memristor Gates for Complete Cascading Logic. 4348-4355 2019 66-I IEEE Trans. Circuits Syst. I Regul. Pap. 11 https://doi.org/10.1109/TCSI.2019.2926811 https://www.wikidata.org/entity/Q127437348 db/journals/tcas/tcasI66.html#KimW19

Aayush Ankit Izzat El Hajj Sai Rahul Chalamalasetti Geoffrey Ndu Martin Foltin R. Stanley Williams Paolo Faraboschi Wen-mei W. Hwu John Paul Strachan Kaushik Roy 0001 Dejan S. Milojicic PUMA: A Programmable Ultra-efficient Memristor-based Accelerator for Machine Learning Inference. 715-731 2019 ASPLOS https://doi.org/10.1145/3297858.3304049 conf/asplos/2019 db/conf/asplos/asplos2019.html#AnkitHCNFWFHS0M19 R. Stanley Williams Aftermath of Finding the Memristor. 159-163 2019 Handbook of Memristor Networks https://doi.org/10.1007/978-3-319-76375-0_4 books/sp/19/CSA2019 db/books/collections/CSA2019.html#Williams19a Suhas Kumar Gary Gibson Catherine E. Graves Matthew D. Pickett John Paul Strachan R. Stanley Williams The Art and Science of Constructing a Memristor Model: Updated. 267-285 2019 Handbook of Memristor Networks https://doi.org/10.1007/978-3-319-76375-0_9 books/sp/19/CSA2019 db/books/collections/CSA2019.html#KumarGGPSW19

Aayush Ankit Izzat El Hajj Sai Rahul Chalamalasetti Geoffrey Ndu Martin Foltin R. Stanley Williams Paolo Faraboschi Wen-Mei Hwu John Paul Strachan Kaushik Roy 0001 Dejan S. Milojicic PUMA: A Programmable Ultra-efficient Memristor-based Accelerator for Machine Learning Inference. 2019 abs/1901.10351 CoRR http://arxiv.org/abs/1901.10351 db/journals/corr/corr1901.html#abs-1901-10351

Tom Conte 0001 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. 2019 abs/1911.01968 CoRR http://arxiv.org/abs/1911.01968 db/journals/corr/corr1911.html#abs-1911-01968

Can Li 0024 Yunning Li Hao Jiang 0017 Wenhao Song Peng Lin Zhongrui Wang J. Joshua Yang Qiangfei Xia Miao Hu 0002 Eric Montgomery Jiaming Zhang Noraica Dávila Catherine E. Graves Zhiyong Li John Paul Strachan R. Stanley Williams Ning Ge 0001 Mark Barnell Qing Wu 0002 Large Memristor Crossbars for Analog Computing. 1-4 2018 ISCAS https://doi.org/10.1109/ISCAS.2018.8351877 conf/iscas/2018 db/conf/iscas/iscas2018.html#LiL0SLWYXHMZDGL18

Can Li 0024 Zhongrui Wang Mingyi Rao Daniel Belkin Wenhao Song Hao Jiang 0017 Peng Yan Yunning Li Peng Lin Miao Hu 0002 Ning Ge 0001 John Paul Strachan Mark Barnell Qing Wu 0002 R. Stanley Williams J. Joshua Yang Qiangfei Xia Long short-term memory networks in memristor crossbars. 2018 abs/1805.11801 CoRR http://arxiv.org/abs/1805.11801 db/journals/corr/corr1805.html#abs-1805-11801

R. Stanley Williams What's Next? 7-13 2017 19 Comput. Sci. Eng. 2 https://doi.org/10.1109/MCSE.2017.31 http://doi.ieeecomputersociety.org/10.1109/MCSE.2017.31 https://www.wikidata.org/entity/Q113312569 db/journals/cse/cse19.html#Williams17

Thomas M. Conte Erik P. DeBenedictis R. Stanley Williams Mark D. Hill Challenges to Keeping the Computer Industry Centered in the US. 2017 abs/1706.10267 CoRR http://arxiv.org/abs/1706.10267 db/journals/corr/corr1706.html#ConteDWH17

Erik P. DeBenedictis R. Stanley Williams Help Wanted: A Modern-Day Turing. 76-79 2016 49 Computer 10 https://doi.org/10.1109/MC.2016.299 http://doi.ieeecomputersociety.org/10.1109/MC.2016.299 https://www.wikidata.org/entity/Q59369743 db/journals/computer/computer49.html#DeBenedictisW16

Alon Ascoli Ronald Tetzlaff Leon O. Chua John Paul Strachan Richard Stanley Williams History Erase Effect in a Non-Volatile Memristor. 389-400 2016 63-I IEEE Trans. Circuits Syst. I Regul. Pap. 3 https://doi.org/10.1109/TCSI.2016.2525043 https://www.wikidata.org/entity/Q59369771 db/journals/tcas/tcasI63.html#AscoliTCSW16

R. Stanley Williams Brain Inspired Computing. 295 2016 ASPLOS https://doi.org/10.1145/2872362.2872417 https://doi.org/10.1145/2954679.2872417 https://doi.org/10.1145/2980024.2872417 conf/asplos/2016 db/conf/asplos/asplos2016.html#Williams16 Miao Hu 0002 John Paul Strachan Zhiyong Li Emmanuelle M. Grafals Noraica Davila Catherine Graves Sity Lam Ning Ge 0001 Jianhua Joshua Yang R. Stanley Williams Dot-product engine for neuromorphic computing: programming 1T1M crossbar to accelerate matrix-vector multiplication. 19:1-19:6 2016 DAC https://doi.org/10.1145/2897937.2898010 https://www.wikidata.org/entity/Q59369728 conf/dac/2016 db/conf/dac/dac2016.html#HuSLGDGLGYW16 Alon Ascoli Ronald Tetzlaff Leon O. Chua John Paul Strachan R. Stanley Williams Fading memory effects in a memristor for Cellular Nanoscale Network applications. 421-425 2016 DATE https://ieeexplore.ieee.org/document/7459347/ conf/date/2016 db/conf/date/date2016.html#AscoliTCSW16 Ali Shafiee Anirban Nag Naveen Muralimanohar Rajeev Balasubramonian John Paul Strachan Miao Hu 0002 R. Stanley Williams Vivek Srikumar ISAAC: A Convolutional Neural Network Accelerator with In-Situ Analog Arithmetic in Crossbars. 14-26 2016 ISCA https://doi.org/10.1109/ISCA.2016.12 https://doi.ieeecomputersociety.org/10.1109/ISCA.2016.12 https://www.wikidata.org/entity/Q59369786 conf/isca/2016 db/conf/isca/isca2016.html#ShafieeNMBSHWS16 Miao Hu 0002 John Paul Strachan Zhiyong Li R. Stanley Williams Dot-product engine as computing memory to accelerate machine learning algorithms. 374-379 2016 ISQED https://doi.org/10.1109/ISQED.2016.7479230 conf/isqed/2016 db/conf/isqed/isqed2016.html#HuSLW16

Kirk Bresniker Sharad Singhal R. Stanley Williams Adapting to Thrive in a New Economy of Memory Abundance. 44-53 2015 48 Computer 12 https://doi.org/10.1109/MC.2015.368 http://doi.ieeecomputersociety.org/10.1109/MC.2015.368 db/journals/computer/computer48.html#BresnikerSW15

Byung Joon Choi Ning Ge 0001 J. Joshua Yang Min-Xian Zhang R. Stanley Williams Kate J. Norris Nobuhiko P. Kobayashi New materials for memristive switching. 2808-2811 2014 ISCAS https://doi.org/10.1109/ISCAS.2014.6865757 https://www.wikidata.org/entity/Q59369981 conf/iscas/2014 db/conf/iscas/iscas2014.html#ChoiGYZWNK14

J. Joshua Yang R. Stanley Williams Memristive devices in computing system: Promises and challenges. 11:1-11:20 2013 9 ACM J. Emerg. Technol. Comput. Syst. 2 https://doi.org/10.1145/2463585.2463587 https://www.wikidata.org/entity/Q59370120 db/journals/jetc/jetc9.html#YangW13

R. Stanley Williams Matthew D. Pickett John Paul Strachan Physics-based memristor models. 217-220 2013 ISCAS https://doi.org/10.1109/ISCAS.2013.6571821 https://www.wikidata.org/entity/Q59370153 conf/iscas/2013 db/conf/iscas/iscas2013.html#WilliamsPS13 Gilberto Medeiros-Ribeiro J. Joshua Yang Janice H. Nickel Antonio Torrezan John Paul Strachan R. Stanley Williams Designing memristors: Physics, materials science and engineering. 2513-2516 2012 ISCAS https://doi.org/10.1109/ISCAS.2012.6271813 https://www.wikidata.org/entity/Q59370197 conf/iscas/2012 db/conf/iscas/iscas2012.html#Medeiros-RibeiroYNTSW12

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. 873-876 2010 464 Nat. 7290 https://doi.org/10.1038/nature08940 https://www.wikidata.org/entity/Q34618562 db/journals/nature/nature464.html#BorghettiSKYSW10

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. 1967-1970 2010 ISCAS https://doi.org/10.1109/ISCAS.2010.5537020 https://www.wikidata.org/entity/Q59370602 conf/iscas/2010 db/conf/iscas/iscas2010.html#StrukovSBLPMRSSWXYW10

Julien Borghetti Zhiyong Li Joseph Straznicky Xuema Li Douglas A. A. Ohlberg Wei Wu Duncan R. Stewart R. Stanley Williams A hybrid nanomemristor/transistor logic circuit capable of self-programming. 1699-1703 2009 106 Proc. Natl. Acad. Sci. USA 6 https://doi.org/10.1073/pnas.0806642106 https://www.wikidata.org/entity/Q37073135 db/journals/pnas/pnas106.html#BorghettiLSLOWS09

Nobuhiko P. Kobayashi R. Stanley Williams Two-stage Atomic Layer Deposition of Smooth Aluminum Oxide on Hydrophobic Self-assembled Monolayers. 225-230 2008 16 Eng. Lett. 2 http://www.engineeringletters.com/issues_v16/issue_2/EL_16_2_07.pdf db/journals/engl/engl16.html#KobayashiW08

Raymond G. Beausoleil Philip J. Kuekes Gregory S. Snider Shih-Yuan Wang R. Stanley Williams Nanoelectronic and Nanophotonic Interconnect. 230-247 2008 96 Proc. IEEE 2 https://doi.org/10.1109/JPROC.2007.911057 https://www.wikidata.org/entity/Q59371155 db/journals/pieee/pieee96.html#BeausoleilKSWW08

Warren Robinett Gregory S. Snider Philip Kuekes R. Stanley Williams Computing with a trillion crummy components. 35-39 2007 50 Commun. ACM 9 https://doi.org/10.1145/1284621.1284644 https://www.wikidata.org/entity/Q59371263 db/journals/cacm/cacm50.html#RobinettSKW07

Warren Robinett Philip Kuekes R. Stanley Williams Defect Tolerance Based on Coding and Series Replication in Transistor-Logic Demultiplexer Circuits. 2410-2421 2007 54-I IEEE Trans. Circuits Syst. I Regul. Pap. 11 https://doi.org/10.1109/TCSI.2007.907865 https://www.wikidata.org/entity/Q59371272 db/journals/tcas/tcasI54.html#RobinettKW07

Richard Stanley Williams Philip J. Kuekes Molecular nanoelectronics. 5-7 2000 ISCAS https://doi.org/10.1109/ISCAS.2000.857011 conf/iscas/2000 db/conf/iscas/iscas2000.html#WilliamsK00 Russell M. Taylor II Warren Robinett Vernon L. Chi Frederick P. Brooks Jr. William V. Wright R. Stanley Williams Erik J. Snyder The nanomanipulator: a virtual-reality interface for a scanning tunneling microscope. 127-134 1993 conf/siggraph/1993 SIGGRAPH https://doi.org/10.1145/166117.166133 https://www.wikidata.org/entity/Q59374010 db/conf/siggraph/siggraph1993.html#TaylorRCBWWS93 Alexander A. Alemi Lee Altenberg Aayush Ankit Alon Ascoli Rajeev Balasubramonian Mark Barnell Raymond G. Beausoleil Daniel Belkin Julien Borghetti Kirk Bresniker Frederick P. Brooks Jr. Timothy D. Brown Sai Rahul Chalamalasetti Mohamad Moner Al Chawa Vernon L. Chi Byung Joon Choi Leon O. Chua Thomas M. ConteTom Conte 0001 Fernando Corinto Gavin E. Crooks James P. Crutchfield Noraica DávilaNoraica Davila Erik DeBenedictisErik P. DeBenedictis Ahmet Samil Demirkol Josh Deutsch Michael Robert DeWeese Khari Douglas Massimiliano Esposito Paolo Faraboschi Martin Foltin Michael P. Frank Robert Fry Natesh Ganesh Ning Ge 0001 Gary Gibson Sreebrata Goswami Sreetosh Goswami Emmanuelle M. Grafals Catherine GravesCatherine E. Graves Izzat El Hajj Peter Harsha Chaoyi He Mark D. Hill Miao Hu 0002 Wen-Mei W. HwuWen-mei W. HwuWen-Mei Hwu Todd Hylton Hao Jiang 0017 Linda KatehiLinda P. B. Katehi Christopher T. Kello Kyung-Min KimKyung Min Kim Nobuhiko P. Kobayashi Anil Korkmaz Jeffrey L. KrichmarJeff Krichmar Philip KuekesPhilip J. Kuekes Suhas Kumar Sity Lam Can Li 0024 Xuema Li Yunning Li Zhiyong Li Peng Lin Shih-Chii Liu Seth Lloyd Matthew J. Marinella Francesco Marrone Matteo Marsili Nathan R. McDonaldNathan McDonald Gilberto Medeiros-Ribeiro Ioannis Messaris Dejan S. Milojicic Eric Montgomery Naveen Muralimanohar Anirban Nag Geoffrey Ndu Ilya Nemenman Janice H. Nickel Yongyang Nie Kate J. Norris Alex Nugent Douglas A. A. Ohlberg Norman H. Packard Samuel Palermo Matthew D. Pickett Qinru Qiu Dana Randall Mingyi Rao Lídia del Rio Warren Robinett Kaushik Roy 0001 Peter J. SadowskiPeter Sadowski Narayana P. SanthanamNarayana Santhanam Ali Shafiee Robert Shaw Sharad Singhal Gregory S. Snider Erik J. Snyder Wenhao Song Vivek Srikumar Duncan R. Stewart Adam Z. Stieg Elan Stopnitzky John Paul Strachan Joseph Straznicky Dmitri B. Strukov A. Alec Talin Russell M. Taylor II Ronald Tetzlaff Christof Teuscher Antonio Torrezan T. Venkatesan Shih-Yuan Wang Tong Wang Zhongrui Wang Chris Watkins David H. Wolpert William V. Wright Huaqiang Wu Qing Wu 0002 Wei Wu Qiangfei Xia Yichun Xu Peng Yan J. Joshua YangJianhua Joshua Yang Su-In Yi Yan Yufik Jiaming Zhang Min-Xian Zhang Ruoyu Zhao Ye Zhuo Gianluca Zoppo