Dmitri B. Strukov

Orcid: 0000-0002-4526-4347

Affiliations:
  • University of California, Santa Barbara, USA


According to our database1, Dmitri B. Strukov authored at least 66 papers between 2006 and 2024.

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Bibliography

2024
Roadmap to Neuromorphic Computing with Emerging Technologies.
CoRR, 2024

Computing High-Degree Polynomial Gradients in Memory.
CoRR, 2024

FPIA: Field-Programmable Ising Arrays with In-Memory Computing.
CoRR, 2024

HO-FPIA: High-Order Field-Programmable Ising Arrays with In-Memory Computing.
Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2024

FPIA: Field-Programmable Ising Arrays with In-Memory Computing.
Proceedings of the 29th ACM/IEEE International Symposium on Low Power Electronics and Design, 2024

Memristor-based hardware and algorithms for higher-order Hopfield optimization solver outperforming quadratic Ising machines.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

2021
The Impact of Device Uniformity on Functionality of Analog Passively-Integrated Memristive Circuits.
IEEE Trans. Circuits Syst. I Regul. Pap., 2021

3D-aCortex: an ultra-compact energy-efficient neurocomputing platform based on commercial 3D-NAND flash memories.
Neuromorph. Comput. Eng., 2021

Mitigating Imperfections in Mixed-Signal Neuromorphic Circuits.
CoRR, 2021

In-sensor classification with boosted race trees.
Commun. ACM, 2021

2020
Efficient Mixed-Signal Neurocomputing Via Successive Integration and Rescaling.
IEEE Trans. Very Large Scale Integr. Syst., 2020

Memristor Hardware-Friendly Reinforcement Learning.
CoRR, 2020

Mixed-Signal Vector-by-Matrix Multiplier Circuits Based on 3D-NAND Memories for Neurocomputing.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

2019
Energy-Efficient Time-Domain Vector-by-Matrix Multiplier for Neurocomputing and Beyond.
IEEE Trans. Circuits Syst. II Express Briefs, 2019

4K-Memristor Analog-Grade Passive Crossbar Circuit.
CoRR, 2019

Time-Domain Mixed-Signal Vector-by-Matrix Multiplier Exploiting 1T-1R Array.
CoRR, 2019

Preliminary Results Towards Reinforcement Learning with Mixed-Signal Memristive Neuromorphic Circuits.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Towards the Development of Analog Neuromorphic Chip Prototype with 2.4M Integrated Memristors.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2019

Improving Noise Tolerance of Mixed-Signal Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2019

ChipSecure: A Reconfigurable Analog eFlash-Based PUF with Machine Learning Attack Resiliency in 55nm CMOS.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019

Boosted Race Trees for Low Energy Classification.
Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

2018
High-Throughput Pattern Matching With CMOL FPGA Circuits: Case for Logic-in-Memory Computing.
IEEE Trans. Very Large Scale Integr. Syst., 2018

High-Performance Mixed-Signal Neurocomputing With Nanoscale Floating-Gate Memory Cell Arrays.
IEEE Trans. Neural Networks Learn. Syst., 2018

A Behavioral Compact Model of 3D NAND Flash Memory.
CoRR, 2018

Breaking POps/J Barrier with Analog Multiplier Circuits Based on Nonvolatile Memories.
Proceedings of the International Symposium on Low Power Electronics and Design, 2018

Mixed-Signal POp/J Computing with Nonvolatile Memories.
Proceedings of the 2018 on Great Lakes Symposium on VLSI, 2018

An ultra-low energy internally analog, externally digital vector-matrix multiplier based on NOR flash memory technology.
Proceedings of the 55th Annual Design Automation Conference, 2018

2017
Implementation of Multilayer Perceptron Network with Highly Uniform Passive Memristive Crossbar Circuits.
CoRR, 2017

Capacity, Fidelity, and Noise Tolerance of Associative Spatial-Temporal Memories Based on Memristive Neuromorphic Network.
CoRR, 2017

Exponential-weight multilayer perceptron.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Memristor-based perceptron classifier: Increasing complexity and coping with imperfect hardware.
Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017

Utilizing I-V non-linearity and analog state variations in ReRAM-based security primitives.
Proceedings of the 47th European Solid-State Device Research Conference, 2017

3D-DPE: A 3D high-bandwidth dot-product engine for high-performance neuromorphic computing.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

A 4-mm<sup>2</sup> 180-nm-CMOS 15-Giga-cell-updates-per-second DNA sequence alignment engine based on asynchronous race conditions.
Proceedings of the 2017 IEEE Custom Integrated Circuits Conference, 2017

Temperature-insensitive analog vector-by-matrix multiplier based on 55 nm NOR flash memory cells.
Proceedings of the 2017 IEEE Custom Integrated Circuits Conference, 2017

2016
Highly-Secure Physically Unclonable Cryptographic Primitives Using Nonlinear Conductance and Analog State Tuning in Memristive Crossbar Arrays.
CoRR, 2016

Advancing Memristive Analog Neuromorphic Networks: Increasing Complexity, and Coping with Imperfect Hardware Components.
CoRR, 2016

A Reconfigurable FIR Filter with Memristor-Based Weights.
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.
CoRR, 2016

Spiking neuromorphic networks with metal-oxide memristors.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Mellow Writes: Extending Lifetime in Resistive Memories through Selective Slow Write Backs.
Proceedings of the 43rd ACM/IEEE Annual International Symposium on Computer Architecture, 2016

Highly-uniform multi-layer ReRAM crossbar circuits.
Proceedings of the 46th European Solid-State Device Research Conference, 2016

Energy efficient computation with asynchronous races.
Proceedings of the 53rd Annual Design Automation Conference, 2016

2015
Race Logic: Abusing Hardware Race Conditions to Perform Useful Computation.
IEEE Micro, 2015

Self-Adaptive Spike-Time-Dependent Plasticity of Metal-Oxide Memristors.
CoRR, 2015

Three-Dimensional Stateful Material Implication Logic.
CoRR, 2015

Low area overhead in-situ training approach for memristor-based classifier.
Proceedings of the 2015 IEEE/ACM International Symposium on Nanoscale Architectures, 2015

A configurable CMOS memory platform for 3D-integrated memristors.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Redesigning commercial floating-gate memory for analog computing applications.
Proceedings of the 2015 IEEE International Symposium on Circuits and Systems, 2015

Efficient training algorithms for neural networks based on memristive crossbar circuits.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014
Training and Operation of an Integrated Neuromorphic Network Based on Metal-Oxide Memristors.
CoRR, 2014

Race Logic: A hardware acceleration for dynamic programming algorithms.
Proceedings of the ACM/IEEE 41st International Symposium on Computer Architecture, 2014

SpongeDirectory: flexible sparse directories utilizing multi-level memristors.
Proceedings of the International Conference on Parallel Architectures and Compilation, 2014

2013
Digital-to-analog and analog-to-digital conversion with metal oxide memristors for ultra-low power computing.
Proceedings of the IEEE/ACM International Symposium on Nanoscale Architectures, 2013

Memristors for neural branch prediction: a case study in strict latency and write endurance challenges.
Proceedings of the Computing Frontiers Conference, 2013

2012
Mapping of image and network processing tasks on high-throughput CMOL FPGA circuits.
Proceedings of the 20th IEEE/IFIP International Conference on VLSI and System-on-Chip, 2012

Analog-input analog-weight dot-product operation with Ag/a-Si/Pt memristive devices.
Proceedings of the 20th IEEE/IFIP International Conference on VLSI and System-on-Chip, 2012

3D CMOS-memristor hybrid circuits: devices, integration, architecture, and applications.
Proceedings of the International Symposium on Physical Design, 2012

2011
Nanotechnology: Smart connections.
Nat., 2011

High-Precision Tuning of State for Memristive Devices by Adaptable Variation-Tolerant Algorithm
CoRR, 2011

Hybrid CMOS/nanodevice circuits for high throughput pattern matching applications.
Proceedings of the 2011 NASA/ESA Conference on Adaptive Hardware and Systems, 2011

2010
Hybrid CMOS/memristor circuits.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2010), May 30, 2010

Monolithically stackable hybrid FPGA.
Proceedings of the Design, Automation and Test in Europe, 2010

2007
Prospects for the development of digital CMOL circuits.
Proceedings of the 2007 IEEE International Symposium on Nanoscale Architectures, 2007

2006
A reconfigurable architecture for hybrid CMOS/Nanodevice circuits.
Proceedings of the ACM/SIGDA 14th International Symposium on Field Programmable Gate Arrays, 2006

CMOL FPGA circuits.
Proceedings of the 2006 International Conference on Computer Design & Conference on Computing in Nanotechnology, 2006


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