John Paul Strachan

Orcid: 0000-0002-1382-3677

According to our database1, John Paul Strachan authored at least 49 papers between 2010 and 2024.

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Bibliography

2024
The Ouroboros of Memristors: Neural Networks Facilitating Memristor Programming.
CoRR, 2024

Computing High-Degree Polynomial Gradients in Memory.
CoRR, 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

2023
Research Challenges for Energy-Efficient Computing in Automated Vehicles.
Computer, March, 2023

High-Speed and Energy-Efficient Non-Volatile Silicon Photonic Memory Based on Heterogeneously Integrated Memresonator.
CoRR, 2023

Non-idealities and Design Solutions for Analog Memristor-Based Content-Addressable Memories.
Proceedings of the 18th ACM International Symposium on Nanoscale Architectures, 2023

Analog Feedback-Controlled Memristor Programming Circuit for Analog Content Addressable Memory.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

Local Fading Memory Effects in a Tantalum Oxide ReRAM Cell from Hewlett Packard Labs.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

State-Space Modeling and Tuning of Memristors for Neuromorphic Computing Applications.
Proceedings of the 2023 International Conference on Neuromorphic Systems, 2023

2022
2022 roadmap on neuromorphic computing and engineering.
Neuromorph. Comput. Eng., 2022

Experimentally realized memristive memory augmented neural network.
CoRR, 2022

A general tree-based machine learning accelerator with memristive analog CAM.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

Integration of Physics-Derived Memristor Models with Machine Learning Frameworks.
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021
Prospects for Analog Circuits in Deep Networks.
CoRR, 2021

2021 Roadmap on Neuromorphic Computing and Engineering.
CoRR, 2021

Tree-based machine learning performed in-memory with memristive analog CAM.
CoRR, 2021

Defect tolerant in-memory analog computing with CMOS-integrated nanoscale crossbars: Invited.
Proceedings of the 28th IEEE International Conference on Electronics, 2021

Mixed Precision Quantization for ReRAM-based DNN Inference Accelerators.
Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

2020
PANTHER: A Programmable Architecture for Neural Network Training Harnessing Energy-Efficient ReRAM.
IEEE Trans. Computers, 2020

Classical Adiabatic Annealing in Memristor Hopfield Neural Networks for Combinatorial Optimization.
Proceedings of the International Conference on Rebooting Computing, 2020

2019
In situ training of feed-forward and recurrent convolutional memristor networks.
Nat. Mach. Intell., 2019

Long short-term memory networks in memristor crossbar arrays.
Nat. Mach. Intell., 2019

Thermodynamic Computing.
CoRR, 2019

Analog content addressable memories with memristors.
CoRR, 2019

Harnessing Intrinsic Noise in Memristor Hopfield Neural Networks for Combinatorial Optimization.
CoRR, 2019

FPGA Demonstrator of a Programmable Ultra-Efficient Memristor-Based Machine Learning Inference Accelerator.
Proceedings of the 2019 IEEE International Conference on Rebooting Computing, 2019

Future Computing Systems (FCS) to Support "Understanding" Capability.
Proceedings of the 2019 IEEE International Conference on Rebooting Computing, 2019

PUMA: A Programmable Ultra-efficient Memristor-based Accelerator for Machine Learning Inference.
Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

The Art and Science of Constructing a Memristor Model: Updated.
Proceedings of the Handbook of Memristor Networks., 2019

2018
Newton: Gravitating Towards the Physical Limits of Crossbar Acceleration.
IEEE Micro, 2018

Long short-term memory networks in memristor crossbars.
CoRR, 2018

Regular Expression Matching with Memristor TCAMs for Network Security.
Proceedings of the 14th IEEE/ACM International Symposium on Nanoscale Architectures, 2018

Large Memristor Crossbars for Analog Computing.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Regular Expression Matching with Memristor TCAMs.
Proceedings of the 2018 IEEE International Conference on Rebooting Computing, 2018


Computing In-Memory, Revisited.
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

2017
Looking Ahead for Resistive Memory Technology: A broad perspective on ReRAM technology for future storage and computing.
IEEE Consumer Electron. Mag., 2017

Generalize or Die: Operating Systems Support for Memristor-Based Accelerators.
Proceedings of the IEEE International Conference on Rebooting Computing, 2017

Rescuing Memristor-based Neuromorphic Design with High Defects.
Proceedings of the 54th Annual Design Automation Conference, 2017

2016
History Erase Effect in a Non-Volatile Memristor.
IEEE Trans. Circuits Syst. I Regul. Pap., 2016

Dot-product engine as computing memory to accelerate machine learning algorithms.
Proceedings of the 17th International Symposium on Quality Electronic Design, 2016

ISAAC: A Convolutional Neural Network Accelerator with In-Situ Analog Arithmetic in Crossbars.
Proceedings of the 43rd ACM/IEEE Annual International Symposium on Computer Architecture, 2016

Accelerating Discrete Fourier Transforms with dot-product engine.
Proceedings of the IEEE International Conference on Rebooting Computing, 2016

Fading memory effects in a memristor for Cellular Nanoscale Network applications.
Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

Dot-product engine for neuromorphic computing: programming 1T1M crossbar to accelerate matrix-vector multiplication.
Proceedings of the 53rd Annual Design Automation Conference, 2016

2013
Physics-based memristor models.
Proceedings of the 2013 IEEE International Symposium on Circuits and Systems (ISCAS2013), 2013

2012
Designing memristors: Physics, materials science and engineering.
Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

2011
CMOS interface circuits for reading and writing memristor crossbar array.
Proceedings of the International Symposium on Circuits and Systems (ISCAS 2011), 2011

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


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