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ORCIDDmitri B. Strukov
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- affiliation: University of California, Santa Barbara, USA
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2020 – today
- 2024
[c39]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: 1-5- [c38]George Higgins Hutchinson
, Ethan Sifferman, Tinish Bhattacharya, Dongseok Kwon, Dmitri B. Strukov:
FPIA: Field-Programmable Ising Arrays with In-Memory Computing. ISLPED 2024: 1-6 - [c37]Tinish Bhattacharya, George Higgins Hutchinson, Giacomo Pedretti, Dmitri B. Strukov:
HO-FPIA: High-Order Field-Programmable Ising Arrays with In-Memory Computing. ISVLSI 2024: 252-259 - [i24]George Higgins Hutchinson, Ethan Sifferman, Tinish Bhattacharya, Dmitri B. Strukov:
FPIA: Field-Programmable Ising Arrays with In-Memory Computing. CoRR abs/2401.16202 (2024) - [i23]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 abs/2401.16204 (2024) - [i22]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 abs/2407.02353 (2024) - 2023
- [i21]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. CoRR abs/2311.01171 (2023) - 2021
- [j9]Georgios Tzimpragos, Advait Madhavan, Dilip Vasudevan, Dmitri B. Strukov, Timothy Sherwood:
In-sensor classification with boosted race trees. Commun. ACM 64(6): 99-105 (2021) - [j8]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): 14001 (2021) - [j7]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): 4090-4101 (2021) - [i20]Z. Fahimi, Mohammad Reza Mahmoodi, Michael Klachko, Hussein Nili, H. Kim, Dmitri B. Strukov:
Mitigating Imperfections in Mixed-Signal Neuromorphic Circuits. CoRR abs/2107.04236 (2021) - 2020
- [j6]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): 823-827 (2020) - [c36]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: 696-701 - [i19]Nan Wu, Adrien F. Vincent, Dmitri B. Strukov, Yuan Xie:
Memristor Hardware-Friendly Reinforcement Learning. CoRR abs/2001.06930 (2020)
2010 – 2019
- 2019
- [j5]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 66-II(9): 1512-1516 (2019) - [c35]Georgios Tzimpragos, Advait Madhavan, Dilip Vasudevan, Dmitri B. Strukov, Timothy Sherwood:
Boosted Race Trees for Low Energy Classification. ASPLOS 2019: 215-228 - [c34]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: 137 - [c33]Michael Klachko, Mohammad Reza Mahmoodi, Dmitri B. Strukov:
Improving Noise Tolerance of Mixed-Signal Neural Networks. IJCNN 2019: 1-8 - [c32]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: 1-5 - [c31]Nan Wu, Adrien F. Vincent, Dmitri B. Strukov:
Preliminary Results Towards Reinforcement Learning with Mixed-Signal Memristive Neuromorphic Circuits. ISCAS 2019: 1-5 - [i18]Michael Klachko, Mohammad Reza Mahmoodi, Dmitri B. Strukov:
Improving Noise Tolerance of Mixed-Signal Neural Networks. CoRR abs/1904.01705 (2019) - [i17]Shubham Sahay, Mohammad Bavandpour, Mohammad Reza Mahmoodi, Dmitri B. Strukov:
Time-Domain Mixed-Signal Vector-by-Matrix Multiplier Exploiting 1T-1R Array. CoRR abs/1905.09454 (2019) - [i16]Hyungjin Kim, Hussein Nili, Mahmood Mahmoodi, Dmitri B. Strukov:
4K-Memristor Analog-Grade Passive Crossbar Circuit. CoRR abs/1906.12045 (2019) - [i15]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 abs/1908.02472 (2019) - 2018
- [j4]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): 4782-4790 (2018) - [j3]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): 2759-2772 (2018) - [c30]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: 22:1-22:6 - [c29]Mohammad Reza Mahmoodi, Dmitri B. Strukov:
Mixed-Signal POp/J Computing with Nonvolatile Memories. ACM Great Lakes Symposium on VLSI 2018: 513 - [c28]Mohammad Reza Mahmoodi, Dmitri B. Strukov:
Breaking POps/J Barrier with Analog Multiplier Circuits Based on Nonvolatile Memories. ISLPED 2018: 39:1-39:6 - [i14]Shubham Sahay, Dmitri B. Strukov:
A Behavioral Compact Model of 3D NAND Flash Memory. CoRR abs/1812.00290 (2018) - 2017
- [c27]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: 1-4 - [c26]Advait Madhavan, Timothy Sherwood, Dmitri B. Strukov:
A 4-mm2 180-nm-CMOS 15-Giga-cell-updates-per-second DNA sequence alignment engine based on asynchronous race conditions. CICC 2017: 1-4 - [c25]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: 1257-1260 - [c24]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: 74-77 - [c23]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: 549-554 - [c22]Farnood Merrikh-Bayat, Xinjie Guo, Dmitri B. Strukov:
Exponential-weight multilayer perceptron. IJCNN 2017: 3709-3715 - [i13]Dmitri Gavrilov, Dmitri B. Strukov, Konstantin K. Likharev:
Capacity, Fidelity, and Noise Tolerance of Associative Spatial-Temporal Memories Based on Memristive Neuromorphic Network. CoRR abs/1707.03855 (2017) - [i12]Mohammad Bavandpour, Mohammad Reza Mahmoodi, Dmitri B. Strukov:
Energy-Efficient Time-Domain Vector-by-Matrix Multiplier for Neurocomputing and Beyond. CoRR abs/1711.10673 (2017) - [i11]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 abs/1712.01253 (2017) - 2016
- [c21]Advait Madhavan, Timothy Sherwood, Dmitri B. Strukov:
Energy efficient computation with asynchronous races. DAC 2016: 108:1-108:6 - [c20]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: 436-439 - [c19]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: 519-531 - [c18]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: 177-180 - [i10]Farnood Merrikh-Bayat, Fabien Alibart, Ligang Gao, Dmitri B. Strukov:
A Reconfigurable FIR Filter with Memristor-Based Weights. CoRR abs/1608.05445 (2016) - [i9]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 abs/1610.02091 (2016) - [i8]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 abs/1611.03379 (2016) - [i7]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 abs/1611.04465 (2016) - [i6]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 abs/1611.07946 (2016) - 2015
- [j2]Advait Madhavan, Timothy Sherwood, Dmitri B. Strukov:
Race Logic: Abusing Hardware Race Conditions to Perform Useful Computation. IEEE Micro 35(3): 48-57 (2015) - [c17]Irina Kataeva, Farnood Merrikh-Bayat, Elham Zamanidoost, Dmitri B. Strukov:
Efficient training algorithms for neural networks based on memristive crossbar circuits. IJCNN 2015: 1-8 - [c16]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: 1378-1381 - [c15]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: 1921-1924 - [c14]Elham Zamanidoost, Michael Klachko, Dmitri B. Strukov, Irina Kataeva:
Low area overhead in-situ training approach for memristor-based classifier. NANOARCH 2015: 139-142 - [i5]Mirko Prezioso, Farnood Merrikh-Bayat, Brian Hoskins, Konstantin K. Likharev, Dmitri B. Strukov:
Self-Adaptive Spike-Time-Dependent Plasticity of Metal-Oxide Memristors. CoRR abs/1505.05549 (2015) - [i4]Gina C. Adam, Brian D. Hoskins, Mirko Prezioso, Dmitri B. Strukov:
Three-Dimensional Stateful Material Implication Logic. CoRR abs/1509.02986 (2015) - 2014
- [c13]Lunkai Zhang, Dmitri B. Strukov, Hebatallah Saadeldeen, Dongrui Fan, Mingzhe Zhang, Diana Franklin:
SpongeDirectory: flexible sparse directories utilizing multi-level memristors. PACT 2014: 61-74 - [c12]Advait Madhavan, Timothy Sherwood, Dmitri B. Strukov:
Race Logic: A hardware acceleration for dynamic programming algorithms. ISCA 2014: 517-528 - [i3]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 abs/1410.4781 (2014) - [i2]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 abs/1412.0611 (2014) - 2013
- [c11]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: 26:1-26:10 - [c10]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: 19-22 - 2012
- [c9]Kwang-Ting (Tim) Cheng, Dmitri B. Strukov:
3D CMOS-memristor hybrid circuits: devices, integration, architecture, and applications. ISPD 2012: 33-40 - [c8]Advait Madhavan, Dmitri B. Strukov:
Mapping of image and network processing tasks on high-throughput CMOL FPGA circuits. VLSI-SoC 2012: 82-87 - [c7]Ligang Gao, Fabien Alibart, Dmitri B. Strukov:
Analog-input analog-weight dot-product operation with Ag/a-Si/Pt memristive devices. VLSI-SoC 2012: 88-93 - 2011
- [j1]Dmitri B. Strukov:
Nanotechnology: Smart connections. Nat. 476(7361): 403-405 (2011) - [c6]Fabien Alibart, Timothy Sherwood, Dmitri B. Strukov:
Hybrid CMOS/nanodevice circuits for high throughput pattern matching applications. AHS 2011: 279-286 - [i1]Fabien Alibart, Ligang Gao, Brian Hoskins, Dmitri B. Strukov:
High-Precision Tuning of State for Memristive Devices by Adaptable Variation-Tolerant Algorithm. CoRR abs/1110.1393 (2011) - 2010
- [c5]Dmitri B. Strukov, Alan Mishchenko:
Monolithically stackable hybrid FPGA. DATE 2010: 661-666 - [c4]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
2000 – 2009
- 2007
- [c3]Dmitri B. Strukov, Konstantin K. Likharev:
Prospects for the development of digital CMOL circuits. NANOARCH 2007: 109-116 - 2006
- [c2]Dmitri B. Strukov, Konstantin K. Likharev:
CMOL FPGA circuits. CDES 2006: 213-219 - [c1]Dmitri B. Strukov, Konstantin K. Likharev:
A reconfigurable architecture for hybrid CMOS/Nanodevice circuits. FPGA 2006: 131-140
Coauthor Index
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