Dmitri B. Strukov

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 46

Top Topics

Noise Tolerance

Top Venues

Publications

Mohammad Hizzani, Arne Heittmann, George Higgins Hutchinson, Dmitrii Dobrynin, Thomas Van Vaerenbergh, Tinish Bhattacharya, Adrien Renaudineau, Dmitri B. Strukov, John Paul Strachan
Memristor-based hardware and algorithms for higher-order Hopfield optimization solver outperforming quadratic Ising machines. ISCAS (2024)
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, Gerardo Malavena, Christian Monzio Compagnoni, Zhongrui Wang, J. Joshua Yang, Syed Ghazi Sarwat, Abu Sebastian, Thomas Mikolajick, Beatriz Noheda, Stefan Slesazeck, Bernard Dieny, Tuo-Hung Hou, Akhil Varri, Frank Brückerhoff-Plückelmann, Wolfram H. P. Pernice, Xixiang Zhang, Sebastian Pazos, Mario Lanza, Stefan Wiefels, Regina Dittmann, Wing H. Ng, Mark Buckwell, Horatio Cox, Daniel J. Mannion, Anthony J. Kenyon, Yingming Lu, Yuchao Yang, Damien Querlioz, Louis Hutin, Elisa Vianello, Sayeed Shafayet Chowdhury, Piergiulio Mannocci, Yimao Cai, Zhong Sun, Giacomo Pedretti, John Paul Strachan, Dmitri B. Strukov, Manuel Le Gallo, Stefano Ambrogio, Ilia Valov, Rainer Waser
Roadmap to Neuromorphic Computing with Emerging Technologies. CoRR (2024)
George Higgins Hutchinson, Ethan Sifferman, Tinish Bhattacharya, Dmitri B. Strukov
FPIA: Field-Programmable Ising Arrays with In-Memory Computing. CoRR (2024)
Tinish Bhattacharya, George Higgins Hutchinson, Giacomo Pedretti, X. Sheng, Jim Ignowski, Thomas Van Vaerenbergh, Raymond G. Beausoleil, John Paul Strachan, Dmitri B. Strukov
Computing High-Degree Polynomial Gradients in Memory. CoRR (2024)
Mohammad Hizzani, Arne Heittmann, George Hutchinson, Dmitrii Dobrynin, Thomas Van Vaerenbergh, Tinish Bhattacharya, Adrien Renaudineau, Dmitri B. Strukov, John Paul Strachan
Memristor-based hardware and algorithms for higher-order Hopfield optimization solver outperforming quadratic Ising machines. CoRR (2023)
Mohammad Bavandpour, Shubham Sahay, Mohammad Reza Mahmoodi, Dmitri B. Strukov
3D-aCortex: an ultra-compact energy-efficient neurocomputing platform based on commercial 3D-NAND flash memories. Neuromorph. Comput. Eng. 1 (1) (2021)
Z. Fahimi, Mohammad Reza Mahmoodi, Michael Klachko, Hussein Nili, Dmitri B. Strukov
The Impact of Device Uniformity on Functionality of Analog Passively-Integrated Memristive Circuits. IEEE Trans. Circuits Syst. I Regul. Pap. 68 (10) (2021)
Georgios Tzimpragos, Advait Madhavan, Dilip Vasudevan, Dmitri B. Strukov, Timothy Sherwood
In-sensor classification with boosted race trees. Commun. ACM 64 (6) (2021)
Z. Fahimi, Mohammad Reza Mahmoodi, Michael Klachko, Hussein Nili, H. Kim, Dmitri B. Strukov
Mitigating Imperfections in Mixed-Signal Neuromorphic Circuits. CoRR (2021)
Mohammad Bavandpour, Shubham Sahay, Mohammad Reza Mahmoodi, Dmitri B. Strukov
Efficient Mixed-Signal Neurocomputing Via Successive Integration and Rescaling. IEEE Trans. Very Large Scale Integr. Syst. 28 (3) (2020)
Mohammad Bavandpour, Shubham Sahay, Mohammad Reza Mahmoodi, Dmitri B. Strukov
Mixed-Signal Vector-by-Matrix Multiplier Circuits Based on 3D-NAND Memories for Neurocomputing. DATE (2020)
Nan Wu, Adrien F. Vincent, Dmitri B. Strukov, Yuan Xie
Memristor Hardware-Friendly Reinforcement Learning. CoRR (2020)
Irina Kataeva, Shigeki Ohtsuka, Hussein Nili, Hyungjin Kim, Yoshihiko Isobe, Koichi Yako, Dmitri B. Strukov
Towards the Development of Analog Neuromorphic Chip Prototype with 2.4M Integrated Memristors. ISCAS (2019)
Mohammad Reza Mahmoodi, Hussein Nili, Shabnam Larimian, Xinjie Guo, Dmitri B. Strukov
ChipSecure: A Reconfigurable Analog eFlash-Based PUF with Machine Learning Attack Resiliency in 55nm CMOS. DAC (2019)
Mohammad Bavandpour, Shubham Sahay, Mohammad Reza Mahmoodi, Dmitri B. Strukov
3D-aCortex: An Ultra-Compact Energy-Efficient Neurocomputing Platform Based on Commercial 3D-NAND Flash Memories. CoRR (2019)
Georgios Tzimpragos, Advait Madhavan, Dilip Vasudevan, Dmitri B. Strukov, Timothy Sherwood
Boosted Race Trees for Low Energy Classification. ASPLOS (2019)
Michael Klachko, Mohammad Reza Mahmoodi, Dmitri B. Strukov
Improving Noise Tolerance of Mixed-Signal Neural Networks. CoRR (2019)
Nan Wu, Adrien F. Vincent, Dmitri B. Strukov
Preliminary Results Towards Reinforcement Learning with Mixed-Signal Memristive Neuromorphic Circuits. ISCAS (2019)
Mohammad Bavandpour, Mohammad Reza Mahmoodi, Dmitri B. Strukov
Energy-Efficient Time-Domain Vector-by-Matrix Multiplier for Neurocomputing and Beyond. IEEE Trans. Circuits Syst. II Express Briefs (9) (2019)
Hyungjin Kim, Hussein Nili, Mahmood Mahmoodi, Dmitri B. Strukov
4K-Memristor Analog-Grade Passive Crossbar Circuit. CoRR (2019)
Shubham Sahay, Mohammad Bavandpour, Mohammad Reza Mahmoodi, Dmitri B. Strukov
Time-Domain Mixed-Signal Vector-by-Matrix Multiplier Exploiting 1T-1R Array. CoRR (2019)
Michael Klachko, Mohammad Reza Mahmoodi, Dmitri B. Strukov
Improving Noise Tolerance of Mixed-Signal Neural Networks. IJCNN (2019)
Mohammad Reza Mahmoodi, Dmitri B. Strukov
An ultra-low energy internally analog, externally digital vector-matrix multiplier based on NOR flash memory technology. DAC (2018)
Mohammad Reza Mahmoodi, Dmitri B. Strukov
Mixed-Signal POp/J Computing with Nonvolatile Memories. ACM Great Lakes Symposium on VLSI (2018)
Advait Madhavan, Tim Sherwood, Dmitri B. Strukov
High-Throughput Pattern Matching With CMOL FPGA Circuits: Case for Logic-in-Memory Computing. IEEE Trans. Very Large Scale Integr. Syst. 26 (12) (2018)
Mohammad Reza Mahmoodi, Dmitri B. Strukov
Breaking POps/J Barrier with Analog Multiplier Circuits Based on Nonvolatile Memories. ISLPED (2018)
Farnood Merrikh-Bayat, Xinjie Guo, Michael Klachko, Mirko Prezioso, Konstantin K. Likharev, Dmitri B. Strukov
High-Performance Mixed-Signal Neurocomputing With Nanoscale Floating-Gate Memory Cell Arrays. IEEE Trans. Neural Networks Learn. Syst. 29 (10) (2018)
Shubham Sahay, Dmitri B. Strukov
A Behavioral Compact Model of 3D NAND Flash Memory. CoRR (2018)
Mohammad Bavandpour, Mohammad Reza Mahmoodi, Dmitri B. Strukov
Energy-Efficient Time-Domain Vector-by-Matrix Multiplier for Neurocomputing and Beyond. CoRR (2017)
Xinjie Guo, Farnood Merrikh-Bayat, Mirko Prezioso, Y. Chen, B. Nguyen, N. Do, Dmitri B. Strukov
Temperature-insensitive analog vector-by-matrix multiplier based on 55 nm NOR flash memory cells. CICC (2017)
Dmitri Gavrilov, Dmitri B. Strukov, Konstantin K. Likharev
Capacity, Fidelity, and Noise Tolerance of Associative Spatial-Temporal Memories Based on Memristive Neuromorphic Network. CoRR (2017)
Gina C. Adam, Hussein Nili, Jeeson Kim, Brian D. Hoskins, Omid Kavehei, Dmitri B. Strukov
Utilizing I-V non-linearity and analog state variations in ReRAM-based security primitives. ESSDERC (2017)
Farnood Merrikh-Bayat, Mirko Prezioso, Bhaswar Chakrabarti, Irina Kataeva, Dmitri B. Strukov
Memristor-based perceptron classifier: Increasing complexity and coping with imperfect hardware. ICCAD (2017)
Advait Madhavan, Timothy Sherwood, Dmitri B. Strukov
180-nm-CMOS 15-Giga-cell-updates-per-second DNA sequence alignment engine based on asynchronous race conditions. CICC (2017)
Farnood Merrikh-Bayat, Xinjie Guo, Dmitri B. Strukov
Exponential-weight multilayer perceptron. IJCNN (2017)
Miguel Angel Lastras-Montaño, Bhaswar Chakrabarti, Dmitri B. Strukov, Kwang-Ting Cheng
3D-DPE: A 3D high-bandwidth dot-product engine for high-performance neuromorphic computing. DATE (2017)
F. Merrikh Bayat, Mirko Prezioso, Bhaswar Chakrabarti, Irina Kataeva, Dmitri B. Strukov
Implementation of Multilayer Perceptron Network with Highly Uniform Passive Memristive Crossbar Circuits. CoRR (2017)
Mirko Prezioso, Y. Zhong, D. Gavrilov, Farnood Merrikh-Bayat, Brian Hoskins, Gina C. Adam, Konstantin K. Likharev, Dmitri B. Strukov
Spiking neuromorphic networks with metal-oxide memristors. ISCAS (2016)
Farnood Merrikh-Bayat, Mirko Prezioso, Bhaswar Chakrabarti, Irina Kataeva, Dmitri B. Strukov
Advancing Memristive Analog Neuromorphic Networks: Increasing Complexity, and Coping with Imperfect Hardware Components. CoRR (2016)
Advait Madhavan, Timothy Sherwood, Dmitri B. Strukov
Energy efficient computation with asynchronous races. DAC (2016)
Farnood Merrikh-Bayat, Xinjie Guo, Michael Klachko, Mirko Prezioso, Konstantin K. Likharev, Dmitri B. Strukov
Sub-1-us, Sub-20-nJ Pattern Classification in a Mixed-Signal Circuit Based on Embedded 180-nm Floating-Gate Memory Cell Arrays. CoRR (2016)
Xinjie Guo, Farnood Merrikh-Bayat, Mirko Prezioso, Y. Chen, B. Nguyen, N. Do, Dmitri B. Strukov
Temperature-Insensitive Analog Vector-by-Matrix Multiplier Based on 55 nm NOR Flash Memory Cells. CoRR (2016)
Lunkai Zhang, Brian Neely, Diana Franklin, Dmitri B. Strukov, Yuan Xie, Frederic T. Chong
Mellow Writes: Extending Lifetime in Resistive Memories through Selective Slow Write Backs. ISCA (2016)
Farnood Merrikh-Bayat, Fabien Alibart, Ligang Gao, Dmitri B. Strukov
A Reconfigurable FIR Filter with Memristor-Based Weights. CoRR (2016)
Gina C. Adam, Brian D. Hoskins, Mirko Prezioso, Farnood Merrikh-Bayat, Bhaswar Chakrabarti, Dmitri B. Strukov
Highly-uniform multi-layer ReRAM crossbar circuits. ESSDERC (2016)
Hussein Nili, Gina C. Adam, Mirko Prezioso, Jeeson Kim, Farnood Merrikh-Bayat, Omid Kavehei, Dmitri B. Strukov
Highly-Secure Physically Unclonable Cryptographic Primitives Using Nonlinear Conductance and Analog State Tuning in Memristive Crossbar Arrays. CoRR (2016)
Elham Zamanidoost, Michael Klachko, Dmitri B. Strukov, Irina Kataeva
Low area overhead in-situ training approach for memristor-based classifier. NANOARCH (2015)
Irina Kataeva, Farnood Merrikh-Bayat, Elham Zamanidoost, Dmitri B. Strukov
Efficient training algorithms for neural networks based on memristive crossbar circuits. IJCNN (2015)
Farnood Merrikh-Bayat, Xinjie Guo, H. A. Ommani, N. Do, Konstantin K. Likharev, Dmitri B. Strukov
Redesigning commercial floating-gate memory for analog computing applications. ISCAS (2015)
Advait Madhavan, Timothy Sherwood, Dmitri B. Strukov
Race Logic: Abusing Hardware Race Conditions to Perform Useful Computation. IEEE Micro 35 (3) (2015)
Gina C. Adam, Brian D. Hoskins, Mirko Prezioso, Dmitri B. Strukov
Three-Dimensional Stateful Material Implication Logic. CoRR (2015)
Mirko Prezioso, Farnood Merrikh-Bayat, Brian Hoskins, Konstantin K. Likharev, Dmitri B. Strukov
Self-Adaptive Spike-Time-Dependent Plasticity of Metal-Oxide Memristors. CoRR (2015)
Melika Payvand, Advait Madhavan, Miguel Angel Lastras-Montaño, Amirali Ghofrani, Justin Rofeh, Kwang-Ting Cheng, Dmitri B. Strukov, Luke Theogarajan
A configurable CMOS memory platform for 3D-integrated memristors. ISCAS (2015)
Farnood Merrikh-Bayat, Xinjie Guo, H. A. Ommani, N. Do, Konstantin K. Likharev, Dmitri B. Strukov
Redesigning Commercial Floating-Gate Memory for Analog Computing Applications. CoRR (2014)
Advait Madhavan, Timothy Sherwood, Dmitri B. Strukov
Race Logic: A hardware acceleration for dynamic programming algorithms. ISCA (2014)
Mirko Prezioso, Farnood Merrikh-Bayat, Brian Hoskins, Gina C. Adam, Konstantin K. Likharev, Dmitri B. Strukov
Training and Operation of an Integrated Neuromorphic Network Based on Metal-Oxide Memristors. CoRR (2014)
Lunkai Zhang, Dmitri B. Strukov, Hebatallah Saadeldeen, Dongrui Fan, Mingzhe Zhang, Diana Franklin
SpongeDirectory: flexible sparse directories utilizing multi-level memristors. PACT (2014)
Hebatallah Saadeldeen, Diana Franklin, Guoping Long, Charlotte Hill, Aisha Browne, Dmitri B. Strukov, Timothy Sherwood, Frederic T. Chong
Memristors for neural branch prediction: a case study in strict latency and write endurance challenges. Conf. Computing Frontiers (2013)
Ligang Gao, Farnood Merrikh-Bayat, Fabien Alibart, Xinjie Guo, Brian D. Hoskins, Kwang-Ting Cheng, Dmitri B. Strukov
Digital-to-analog and analog-to-digital conversion with metal oxide memristors for ultra-low power computing. NANOARCH (2013)
Kwang-Ting (Tim) Cheng, Dmitri B. Strukov
3D CMOS-memristor hybrid circuits: devices, integration, architecture, and applications. ISPD (2012)
Ligang Gao, Fabien Alibart, Dmitri B. Strukov
Analog-input analog-weight dot-product operation with Ag/a-Si/Pt memristive devices. VLSI-SoC (2012)
Advait Madhavan, Dmitri B. Strukov
Mapping of image and network processing tasks on high-throughput CMOL FPGA circuits. VLSI-SoC (2012)
Dmitri B. Strukov
Nanotechnology: Smart connections. Nat. 476 (7361) (2011)
Fabien Alibart, Timothy Sherwood, Dmitri B. Strukov
Hybrid CMOS/nanodevice circuits for high throughput pattern matching applications. AHS (2011)
Fabien Alibart, Ligang Gao, Brian Hoskins, Dmitri B. Strukov
High-Precision Tuning of State for Memristive Devices by Adaptable Variation-Tolerant Algorithm CoRR (2011)
Dmitri B. Strukov, Alan Mishchenko
Monolithically stackable hybrid FPGA. DATE (2010)
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)
Dmitri B. Strukov, Konstantin K. Likharev
Prospects for the development of digital CMOL circuits. NANOARCH (2007)
Dmitri B. Strukov, Konstantin K. Likharev
A reconfigurable architecture for hybrid CMOS/Nanodevice circuits. FPGA (2006)
Dmitri B. Strukov, Konstantin K. Likharev
CMOL FPGA circuits. CDES (2006)