J. Joshua Yang

Orcid: 0000-0001-8242-7531

Affiliations:
  • University of Massachusetts, Department of Electrical and Computer Engineering, Amherst, MA, USA


According to our database1, J. Joshua Yang authored at least 42 papers between 2010 and 2024.

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Bibliography

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

Capacitor-Free Scalable CMOS Neuron Circuit With Compact Design and Low Power Consumption.
IEEE Access, 2024

2023
Parallel synaptic design of ferroelectric tunnel junctions for neuromorphic computing.
Neuromorph. Comput. Eng., June, 2023

Editorial: Focus issue on 2D materials for neuromorphic computing.
Neuromorph. Comput. Eng., March, 2023

Roadmap for Unconventional Computing with Nanotechnology.
CoRR, 2023

Early Prevention of Heart Attacks Using Memristor-Based Machine Learning and Surface Enhanced Raman Spectroscopy with Collapsible Nanofinger.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023

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

2021
Spintronic memristors for computing.
CoRR, 2021

2021 Roadmap on Neuromorphic Computing and Engineering.
CoRR, 2021

All Hardware-Based Two-Layer Perceptron Implemented in Memristor Crossbar Arrays.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

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

A Survey on Architecture Advances Enabled by Emerging Beyond-CMOS Technologies.
IEEE Des. Test, 2019

Thermodynamic Computing.
CoRR, 2019

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

Reservoir Computing Using Diffusive Memristors.
Adv. Intell. Syst., 2019

2018
Memristor-CMOS Analog Coprocessor for Acceleration of High-Performance Computing Applications.
ACM J. Emerg. Technol. Comput. Syst., 2018

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

Memristor Crossbars with 4.5 Terabits-per-Inch-Square Density and Two Nanometer Dimension.
CoRR, 2018

Artificial neural networks based on memristive devices.
Sci. China Inf. Sci., 2018

Unconventional computing with diffusive memristors.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

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

Pulse-Width Modulation based Dot-Product Engine for Neuromorphic Computing System using Memristor Crossbar Array.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

2017
A Compact Memristor-Based Dynamic Synapse for Spiking Neural Networks.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2017

An energy-efficient and high-throughput bitwise CNN on sneak-path-free digital ReRAM crossbar.
Proceedings of the 2017 IEEE/ACM International Symposium on Low Power Electronics and Design, 2017

A closed-loop design to enhance weight stability of memristor based neural network chips.
Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017

2016
Harmonica: A Framework of Heterogeneous Computing Systems With Memristor-Based Neuromorphic Computing Accelerators.
IEEE Trans. Circuits Syst. I Regul. Pap., 2016

Synaptic electronics and neuromorphic computing.
Sci. China Inf. Sci., 2016

A neuromorphic ASIC design using one-selector-one-memristor crossbar.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Cyclical sensing integrate-and-fire circuit for memristor array based neuromorphic computing.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

Built-in selectors self-assembled into memristors.
Proceedings of the IEEE International Symposium on Circuits and Systems, 2016

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

2015
Guest Editorial Solid-state Memristive Devices and Systems.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2015

RENO: a high-efficient reconfigurable neuromorphic computing accelerator design.
Proceedings of the 52nd Annual Design Automation Conference, 2015

2014
New materials for memristive switching.
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014

A heterogeneous computing system with memristor-based neuromorphic accelerators.
Proceedings of the IEEE High Performance Extreme Computing Conference, 2014

2013
Memristive devices in computing system: Promises and challenges.
ACM J. Emerg. Technol. Comput. Syst., 2013

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

2011
Progress in CMOS-memristor integration.
Proceedings of the 2011 IEEE/ACM International Conference on Computer-Aided Design, 2011

Emerging non-volatile memories: opportunities and challenges.
Proceedings of the 9th International Conference on Hardware/Software Codesign and System Synthesis, 2011

2010
'Memristive' switches enable 'stateful' logic operations via material implication.
Nat., 2010

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


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