Controlling ReRAM's Switching Characteristics with Shadow Memory for Continual Learning - Sai Sukruth Bezugam; Tinish Bhattacharya; Horst Petschenig; S. Choi; George Higgins Hutchinson; Giacomo Pedretti; X. Sheng; Jim Ignowski; Thomas Van Vaerenbergh; Raymond G. Beausoleil; Robert Legenstein; Dmitri B. Strukov (IEEE International Memory Workshop, IMW 2025, Monterey, CA, USA, May 18-21, 2025, 2025)

Solving Boolean satisfiability problems with resistive content addressable memories - Giacomo Pedretti; Fabian Böhm; Tinish Bhattacharya; Arne Heittmann; Xiangyi Zhang; Mohammad Hizzani; George Higgins Hutchinson; Dongseok Kwon; John Moon; Elisabetta Valiante; Ignacio Rozada; Catherine E. Graves; et al. (CoRR, 2025)

Hardware-Compatible Single-Shot Feasible-Space Heuristics for Solving the Quadratic Assignment Problem - Haesol Im; Chan-Woo Yang; Moslem Noori; Dmitrii Dobrynin; Elisabetta Valiante; Giacomo Pedretti; Arne Heittmann; Thomas Van Vaerenbergh; Masoud Mohseni; John Paul Strachan; Dmitri B. Strukov; Raymond G. Beausoleil; et al. (CoRR, 2025)

Memristor-based hardware and algorithms for higher-order Hopfield optimization solver outperforming quadratic Ising machines - Mohammad Hizzani; Arne Heittmann; George Higgins Hutchinson; Dmitrii Dobrynin; Thomas Van Vaerenbergh; Tinish Bhattacharya; Adrien Renaudineau; Dmitri B. Strukov; John Paul Strachan (IEEE International Symposium on Circuits and Systems, ISCAS 2024, Singapore, May 19-22, 2024, 2024)

FPIA: Field-Programmable Ising Arrays with In-Memory Computing - George Higgins Hutchinson; Ethan Sifferman; Tinish Bhattacharya; Dongseok Kwon; Dmitri B. Strukov (Proceedings of the 29th ACM/IEEE International Symposium on Low Power Electronics and Design, ISLPED 2024, Newport Beach, CA, USA, August 5-7, 2024, 2024)

HO-FPIA: High-Order Field-Programmable Ising Arrays with In-Memory Computing - Tinish Bhattacharya; George Higgins Hutchinson; Giacomo Pedretti; Dmitri B. Strukov (IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2024, Knoxville, TN, USA, July 1-3, 2024, 2024)

Quantized Context Based LIF Neurons for Recurrent Spiking Neural Networks in 45nm - Sai Sukruth Bezugam; Yihao Wu; JaeBum Yoo; Dmitri B. Strukov; Bongjin Kim (Neuro Inspired Computational Elements Conference, NICE 2024, La Jolla, CA, USA, April 23-26, 2024, 2024)

FPIA: Field-Programmable Ising Arrays with In-Memory Computing - George Higgins Hutchinson; Ethan Sifferman; Tinish Bhattacharya; Dmitri B. Strukov (CoRR, 2024)

Computing High-Degree Polynomial Gradients in Memory - Tinish Bhattacharya; George Higgins Hutchinson; Giacomo Pedretti; X. Sheng; Jim Ignowski; Thomas Van Vaerenbergh; Raymond G. Beausoleil; John Paul Strachan; Dmitri B. Strukov (CoRR, 2024)

Quantized Context Based LIF Neurons for Recurrent Spiking Neural Networks in 45nm - Sai Sukruth Bezugam; Yihao Wu; JaeBum Yoo; Dmitri B. Strukov; Bongjin Kim (CoRR, 2024)

Roadmap to Neuromorphic Computing with Emerging Technologies - Adnan Mehonic; Daniele Ielmini; Kaushik Roy; Onur Mutlu; Shahar Kvatinsky; Teresa Serrano-Gotarredona; Bernabé Linares-Barranco; Sabina Spiga; Sergey Savelev; Alexander G. Balanov; Nitin Chawla; Giuseppe Desoli; et al. (CoRR, 2024)

NeoHebbian Synapses to Accelerate Online Training of Neuromorphic Hardware - Shubham Pande; Sai Sukruth Bezugam; Tinish Bhattacharya; Ewelina Wlazlak; Anjan Chakaravorty; Bhaswar Chakrabarti; Dmitri B. Strukov (CoRR, 2024)

Memristor-based hardware and algorithms for higher-order Hopfield optimization solver outperforming quadratic Ising machines - Mohammad Hizzani; Arne Heittmann; George Higgins Hutchinson; Dmitrii Dobrynin; Thomas Van Vaerenbergh; Tinish Bhattacharya; Adrien Renaudineau; Dmitri B. Strukov; John Paul Strachan (CoRR, 2023)

In-sensor classification with boosted race trees - Georgios Tzimpragos; Advait Madhavan; Dilip Vasudevan; Dmitri B. Strukov; Timothy Sherwood (Commun. ACM, 2021)

3D-aCortex: an ultra-compact energy-efficient neurocomputing platform based on commercial 3D-NAND flash memories - Mohammad Bavandpour; Shubham Sahay; Mohammad Reza Mahmoodi; Dmitri B. Strukov (Neuromorph. Comput. Eng., 2021)

The Impact of Device Uniformity on Functionality of Analog Passively-Integrated Memristive Circuits - Z. Fahimi; Mohammad Reza Mahmoodi; Michael Klachko; Hussein Nili; Dmitri B. Strukov (IEEE Trans. Circuits Syst. I Regul. Pap., 2021)

Mitigating Imperfections in Mixed-Signal Neuromorphic Circuits - Z. Fahimi; Mohammad Reza Mahmoodi; Michael Klachko; Hussein Nili; H. Kim; Dmitri B. Strukov (CoRR, 2021)

Efficient Mixed-Signal Neurocomputing Via Successive Integration and Rescaling - Mohammad Bavandpour; Shubham Sahay; Mohammad Reza Mahmoodi; Dmitri B. Strukov (IEEE Trans. Very Large Scale Integr. Syst., 2020)

Mixed-Signal Vector-by-Matrix Multiplier Circuits Based on 3D-NAND Memories for Neurocomputing - Mohammad Bavandpour; Shubham Sahay; Mohammad Reza Mahmoodi; Dmitri B. Strukov (2020 Design, Automation & Test in Europe Conference & Exhibition, DATE 2020, Grenoble, France, March 9-13, 2020, 2020)

Memristor Hardware-Friendly Reinforcement Learning - Nan Wu; Adrien F. Vincent; Dmitri B. Strukov; Yuan Xie (CoRR, 2020)

Energy-Efficient Time-Domain Vector-by-Matrix Multiplier for Neurocomputing and Beyond - Mohammad Bavandpour; Mohammad Reza Mahmoodi; Dmitri B. Strukov (IEEE Trans. Circuits Syst. II Express Briefs, 2019)

Boosted Race Trees for Low Energy Classification - Georgios Tzimpragos; Advait Madhavan; Dilip Vasudevan; Dmitri B. Strukov; Timothy Sherwood (Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, ASPLOS 2019, Providence, RI, USA, April 13-17, 2019, 2019)

ChipSecure: A Reconfigurable Analog eFlash-Based PUF with Machine Learning Attack Resiliency in 55nm CMOS - Mohammad Reza Mahmoodi; Hussein Nili; Shabnam Larimian; Xinjie Guo; Dmitri B. Strukov (Proceedings of the 56th Annual Design Automation Conference 2019, DAC 2019, Las Vegas, NV, USA, June 02-06, 2019, 2019)

Improving Noise Tolerance of Mixed-Signal Neural Networks - Michael Klachko; Mohammad Reza Mahmoodi; Dmitri B. Strukov (International Joint Conference on Neural Networks, IJCNN 2019 Budapest, Hungary, July 14-19, 2019, 2019)

Towards the Development of Analog Neuromorphic Chip Prototype with 2.4M Integrated Memristors - Irina Kataeva; Shigeki Ohtsuka; Hussein Nili; Hyungjin Kim; Yoshihiko Isobe; Koichi Yako; Dmitri B. Strukov (IEEE International Symposium on Circuits and Systems, ISCAS 2019, Sapporo, Japan, May 26-29, 2019, 2019)

Preliminary Results Towards Reinforcement Learning with Mixed-Signal Memristive Neuromorphic Circuits - Nan Wu; Adrien F. Vincent; Dmitri B. Strukov (IEEE International Symposium on Circuits and Systems, ISCAS 2019, Sapporo, Japan, May 26-29, 2019, 2019)

Improving Noise Tolerance of Mixed-Signal Neural Networks - Michael Klachko; Mohammad Reza Mahmoodi; Dmitri B. Strukov (CoRR, 2019)

Time-Domain Mixed-Signal Vector-by-Matrix Multiplier Exploiting 1T-1R Array - Shubham Sahay; Mohammad Bavandpour; Mohammad Reza Mahmoodi; Dmitri B. Strukov (CoRR, 2019)

4K-Memristor Analog-Grade Passive Crossbar Circuit - Hyungjin Kim; Hussein Nili; Mahmood Mahmoodi; Dmitri B. Strukov (CoRR, 2019)

3D-aCortex: An Ultra-Compact Energy-Efficient Neurocomputing Platform Based on Commercial 3D-NAND Flash Memories - Mohammad Bavandpour; Shubham Sahay; Mohammad Reza Mahmoodi; Dmitri B. Strukov (CoRR, 2019)

High-Performance Mixed-Signal Neurocomputing With Nanoscale Floating-Gate Memory Cell Arrays - Farnood Merrikh-Bayat; Xinjie Guo; Michael Klachko; Mirko Prezioso; Konstantin K. Likharev; Dmitri B. Strukov (IEEE Trans. Neural Networks Learn. Syst., 2018)

High-Throughput Pattern Matching With CMOL FPGA Circuits: Case for Logic-in-Memory Computing - Advait Madhavan; Tim Sherwood; Dmitri B. Strukov (IEEE Trans. Very Large Scale Integr. Syst., 2018)

An ultra-low energy internally analog, externally digital vector-matrix multiplier based on NOR flash memory technology - Mohammad Reza Mahmoodi; Dmitri B. Strukov (Proceedings of the 55th Annual Design Automation Conference, DAC 2018, San Francisco, CA, USA, June 24-29, 2018, 2018)

Mixed-Signal POp/J Computing with Nonvolatile Memories - Mohammad Reza Mahmoodi; Dmitri B. Strukov (Proceedings of the 2018 on Great Lakes Symposium on VLSI, GLSVLSI 2018, Chicago, IL, USA, May 23-25, 2018, 2018)

Breaking POps/J Barrier with Analog Multiplier Circuits Based on Nonvolatile Memories - Mohammad Reza Mahmoodi; Dmitri B. Strukov (Proceedings of the International Symposium on Low Power Electronics and Design, ISLPED 2018, Seattle, WA, USA, July 23-25, 2018, 2018)

A Behavioral Compact Model of 3D NAND Flash Memory - Shubham Sahay; Dmitri B. Strukov (CoRR, 2018)

Temperature-insensitive analog vector-by-matrix multiplier based on 55 nm NOR flash memory cells - Xinjie Guo; Farnood Merrikh-Bayat; Mirko Prezioso; Y. Chen; B. Nguyen; N. Do; Dmitri B. Strukov (2017 IEEE Custom Integrated Circuits Conference, CICC 2017, Austin, TX, USA, April 30 - May 3, 2017, 2017)

A 4-mm\(^2\) 180-nm-CMOS 15-Giga-cell-updates-per-second DNA sequence alignment engine based on asynchronous race conditions - Advait Madhavan; Timothy Sherwood; Dmitri B. Strukov (2017 IEEE Custom Integrated Circuits Conference, CICC 2017, Austin, TX, USA, April 30 - May 3, 2017, 2017)

3D-DPE: A 3D high-bandwidth dot-product engine for high-performance neuromorphic computing - Miguel Angel Lastras-Montaño; Bhaswar Chakrabarti; Dmitri B. Strukov; Kwang-Ting Cheng (Design, Automation & Test in Europe Conference & Exhibition, DATE 2017, Lausanne, Switzerland, March 27-31, 2017, 2017)

Utilizing I-V non-linearity and analog state variations in ReRAM-based security primitives - Gina C. Adam; Hussein Nili; Jeeson Kim; Brian D. Hoskins; Omid Kavehei; Dmitri B. Strukov (47th European Solid-State Device Research Conference, ESSDERC 2017, Leuven, Belgium, September 11-14, 2017, 2017)

Memristor-based perceptron classifier: Increasing complexity and coping with imperfect hardware - Farnood Merrikh-Bayat; Mirko Prezioso; Bhaswar Chakrabarti; Irina Kataeva; Dmitri B. Strukov (2017 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2017, Irvine, CA, USA, November 13-16, 2017, 2017)

Exponential-weight multilayer perceptron - Farnood Merrikh-Bayat; Xinjie Guo; Dmitri B. Strukov (2017 International Joint Conference on Neural Networks, IJCNN 2017, Anchorage, AK, USA, May 14-19, 2017, 2017)

Capacity, Fidelity, and Noise Tolerance of Associative Spatial-Temporal Memories Based on Memristive Neuromorphic Network - Dmitri Gavrilov; Dmitri B. Strukov; Konstantin K. Likharev (CoRR, 2017)

Energy-Efficient Time-Domain Vector-by-Matrix Multiplier for Neurocomputing and Beyond - Mohammad Bavandpour; Mohammad Reza Mahmoodi; Dmitri B. Strukov (CoRR, 2017)

Implementation of Multilayer Perceptron Network with Highly Uniform Passive Memristive Crossbar Circuits - F. Merrikh Bayat; Mirko Prezioso; Bhaswar Chakrabarti; Irina Kataeva; Dmitri B. Strukov (CoRR, 2017)

Energy efficient computation with asynchronous races - Advait Madhavan; Timothy Sherwood; Dmitri B. Strukov (Proceedings of the 53rd Annual Design Automation Conference, DAC 2016, Austin, TX, USA, June 5-9, 2016, 2016)

Highly-uniform multi-layer ReRAM crossbar circuits - Gina C. Adam; Brian D. Hoskins; Mirko Prezioso; Farnood Merrikh-Bayat; Bhaswar Chakrabarti; Dmitri B. Strukov (46th European Solid-State Device Research Conference, ESSDERC 2016, Lausanne, Switzerland, September 12-15, 2016, 2016)

Mellow Writes: Extending Lifetime in Resistive Memories through Selective Slow Write Backs - Lunkai Zhang; Brian Neely; Diana Franklin; Dmitri B. Strukov; Yuan Xie; Frederic T. Chong (43rd ACM/IEEE Annual International Symposium on Computer Architecture, ISCA 2016, Seoul, South Korea, June 18-22, 2016, 2016)

Spiking neuromorphic networks with metal-oxide memristors - Mirko Prezioso; Y. Zhong; D. Gavrilov; Farnood Merrikh-Bayat; Brian Hoskins; Gina C. Adam; Konstantin K. Likharev; Dmitri B. Strukov (IEEE International Symposium on Circuits and Systems, ISCAS 2016, Montréal, QC, Canada, May 22-25, 2016, 2016)

A Reconfigurable FIR Filter with Memristor-Based Weights - Farnood Merrikh-Bayat; Fabien Alibart; Ligang Gao; Dmitri B. Strukov (CoRR, 2016)

Sub-1-us, Sub-20-nJ Pattern Classification in a Mixed-Signal Circuit Based on Embedded 180-nm Floating-Gate Memory Cell Arrays - Farnood Merrikh-Bayat; Xinjie Guo; Michael Klachko; Mirko Prezioso; Konstantin K. Likharev; Dmitri B. Strukov (CoRR, 2016)

Temperature-Insensitive Analog Vector-by-Matrix Multiplier Based on 55 nm NOR Flash Memory Cells - Xinjie Guo; Farnood Merrikh-Bayat; Mirko Prezioso; Y. Chen; B. Nguyen; N. Do; Dmitri B. Strukov (CoRR, 2016)

Advancing Memristive Analog Neuromorphic Networks: Increasing Complexity, and Coping with Imperfect Hardware Components - Farnood Merrikh-Bayat; Mirko Prezioso; Bhaswar Chakrabarti; Irina Kataeva; Dmitri B. Strukov (CoRR, 2016)

Highly-Secure Physically Unclonable Cryptographic Primitives Using Nonlinear Conductance and Analog State Tuning in Memristive Crossbar Arrays - Hussein Nili; Gina C. Adam; Mirko Prezioso; Jeeson Kim; Farnood Merrikh-Bayat; Omid Kavehei; Dmitri B. Strukov (CoRR, 2016)

Race Logic: Abusing Hardware Race Conditions to Perform Useful Computation - Advait Madhavan; Timothy Sherwood; Dmitri B. Strukov (IEEE Micro, 2015)

Efficient training algorithms for neural networks based on memristive crossbar circuits - Irina Kataeva; Farnood Merrikh-Bayat; Elham Zamanidoost; Dmitri B. Strukov (2015 International Joint Conference on Neural Networks, IJCNN 2015, Killarney, Ireland, July 12-17, 2015, 2015)

A configurable CMOS memory platform for 3D-integrated memristors - Melika Payvand; Advait Madhavan; Miguel Angel Lastras-Montaño; Amirali Ghofrani; Justin Rofeh; Kwang-Ting Cheng; Dmitri B. Strukov; Luke Theogarajan (2015 IEEE International Symposium on Circuits and Systems, ISCAS 2015, Lisbon, Portugal, May 24-27, 2015, 2015)

Redesigning commercial floating-gate memory for analog computing applications - Farnood Merrikh-Bayat; Xinjie Guo; H. A. Ommani; N. Do; Konstantin K. Likharev; Dmitri B. Strukov (2015 IEEE International Symposium on Circuits and Systems, ISCAS 2015, Lisbon, Portugal, May 24-27, 2015, 2015)

Low area overhead in-situ training approach for memristor-based classifier - Elham Zamanidoost; Michael Klachko; Dmitri B. Strukov; Irina Kataeva (Proceedings of the 2015 IEEE/ACM International Symposium on Nanoscale Architectures, NANOARCH 2015, Boston, MA, USA, July 8-10, 2015, 2015)

Self-Adaptive Spike-Time-Dependent Plasticity of Metal-Oxide Memristors - Mirko Prezioso; Farnood Merrikh-Bayat; Brian Hoskins; Konstantin K. Likharev; Dmitri B. Strukov (CoRR, 2015)

Three-Dimensional Stateful Material Implication Logic - Gina C. Adam; Brian D. Hoskins; Mirko Prezioso; Dmitri B. Strukov (CoRR, 2015)

SpongeDirectory: flexible sparse directories utilizing multi-level memristors - Lunkai Zhang; Dmitri B. Strukov; Hebatallah Saadeldeen; Dongrui Fan; Mingzhe Zhang; Diana Franklin (International Conference on Parallel Architectures and Compilation, PACT '14, Edmonton, AB, Canada, August 24-27, 2014, 2014)

Race Logic: A hardware acceleration for dynamic programming algorithms - Advait Madhavan; Timothy Sherwood; Dmitri B. Strukov (ACM/IEEE 41st International Symposium on Computer Architecture, ISCA 2014, Minneapolis, MN, USA, June 14-18, 2014, 2014)

Redesigning Commercial Floating-Gate Memory for Analog Computing Applications - Farnood Merrikh-Bayat; Xinjie Guo; H. A. Ommani; N. Do; Konstantin K. Likharev; Dmitri B. Strukov (CoRR, 2014)

Training and Operation of an Integrated Neuromorphic Network Based on Metal-Oxide Memristors - Mirko Prezioso; Farnood Merrikh-Bayat; Brian Hoskins; Gina C. Adam; Konstantin K. Likharev; Dmitri B. Strukov (CoRR, 2014)

Memristors for neural branch prediction: a case study in strict latency and write endurance challenges - Hebatallah Saadeldeen; Diana Franklin; Guoping Long; Charlotte Hill; Aisha Browne; Dmitri B. Strukov; Timothy Sherwood; Frederic T. Chong (Computing Frontiers Conference, CF'13, Ischia, Italy, May 14 - 16, 2013, 2013)

Digital-to-analog and analog-to-digital conversion with metal oxide memristors for ultra-low power computing - Ligang Gao; Farnood Merrikh-Bayat; Fabien Alibart; Xinjie Guo; Brian D. Hoskins; Kwang-Ting Cheng; Dmitri B. Strukov (IEEE/ACM International Symposium on Nanoscale Architectures, NANOARCH 2013, Brooklyn, NY, USA, July 15-17, 2013, 2013)

3D CMOS-memristor hybrid circuits: devices, integration, architecture, and applications - Kwang-Ting (Tim) Cheng; Dmitri B. Strukov (International Symposium on Physical Design, ISPD'12, Napa, CA, USA, March 25-28, 2012, 2012)

Mapping of image and network processing tasks on high-throughput CMOL FPGA circuits - Advait Madhavan; Dmitri B. Strukov (20th IEEE/IFIP International Conference on VLSI and System-on-Chip, VLSI-SoC 2012, Santa Cruz, CA, USA, October 7-10, 2012, 2012)

Analog-input analog-weight dot-product operation with Ag/a-Si/Pt memristive devices - Ligang Gao; Fabien Alibart; Dmitri B. Strukov (20th IEEE/IFIP International Conference on VLSI and System-on-Chip, VLSI-SoC 2012, Santa Cruz, CA, USA, October 7-10, 2012, 2012)

Nanotechnology: Smart connections - Dmitri B. Strukov (Nat., 2011)

Hybrid CMOS/nanodevice circuits for high throughput pattern matching applications - Fabien Alibart; Timothy Sherwood; Dmitri B. Strukov (2011 NASA/ESA Conference on Adaptive Hardware and Systems, AHS 2011, San Diego, California, USA, June 6-9, 2011, 2011)

High-Precision Tuning of State for Memristive Devices by Adaptable Variation-Tolerant Algorithm - Fabien Alibart; Ligang Gao; Brian Hoskins; Dmitri B. Strukov (CoRR, 2011)

Monolithically stackable hybrid FPGA - Dmitri B. Strukov; Alan Mishchenko (Design, Automation and Test in Europe, DATE 2010, Dresden, Germany, March 8-12, 2010, 2010)

Hybrid CMOS/memristor circuits - 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; et al. (International Symposium on Circuits and Systems (ISCAS 2010), May 30 - June 2, 2010, Paris, France, 2010)

Prospects for the development of digital CMOL circuits - Dmitri B. Strukov; Konstantin K. Likharev (2007 IEEE International Symposium on Nanoscale Architectures, NANOARCH 2007, San Jose, CA, USA, October 21-22, 2007, 2007)

CMOL FPGA circuits - Dmitri B. Strukov; Konstantin K. Likharev (Proceedings of the 2006 International Conference on Computer Design & Conference on Computing in Nanotechnology, CDES 2006, Las Vegas, Nevada, USA, June 26-29, 2006, 2006)

A reconfigurable architecture for hybrid CMOS/Nanodevice circuits - Dmitri B. Strukov; Konstantin K. Likharev (Proceedings of the ACM/SIGDA 14th International Symposium on Field Programmable Gate Arrays, FPGA 2006, Monterey, California, USA, February 22-24, 2006, 2006)