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Model Compression and Hardware Acceleration for Neural Networks: A Comprehensive Survey

Proceedings of the IEEE, 2020-04, Vol.108 (4), p.485-532

2020

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Spatio-Temporal Backpropagation for Training High-Performance Spiking Neural Networks

Frontiers in neuroscience, 2018-05, Vol.12, p.331-331

2018

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CIFAR10-DVS: An Event-Stream Dataset for Object Classification

Frontiers in neuroscience, 2017-05, Vol.11, p.309-309

2017

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Face classification using electronic synapses

Nature communications, 2017-05, Vol.8 (1), p.15199-15199, Article 15199

2017

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Brain-inspired global-local learning incorporated with neuromorphic computing

Nature communications, 2022-01, Vol.13 (1), p.65-65, Article 65

2022

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Φ memristor: Real memristor found

Journal of applied physics, 2019-02, Vol.125 (5)

2019

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Creation of a needle of longitudinally polarized light in vacuum using binary optics

Nature photonics, 2008-08, Vol.2 (8), p.501-505

2008

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Robust Event-Based Object Tracking Combining Correlation Filter and CNN Representation

Frontiers in neurorobotics, 2019-10, Vol.13, p.82-82

2019

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SSM: a high-performance scheme for in situ training of imprecise memristor neural networks

Neurocomputing (Amsterdam), 2020-09, Vol.407, p.270-280

2020

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Fractional memristor

Applied physics letters, 2017-12, Vol.111 (24)

2017

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A framework for the general design and computation of hybrid neural networks

Nature communications, 2022-06, Vol.13 (1), p.3427-3427, Article 3427

2022

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Native point defects of semiconducting layered Bi2O2Se

Scientific reports, 2018-07, Vol.8 (1), p.1-8, Article 10920

2018

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Retraction: “Φ memristor: Real memristor found” [J. Appl. Phys. 125, 054504 (2019)]

Journal of applied physics, 2021-01, Vol.129 (2)

2021

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Minimum-cost control of complex networks

New journal of physics, 2016-01, Vol.18 (1), p.13012

2016

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Exploring Cycle-to-Cycle and Device-to-Device Variation Tolerance in MLC Storage-Based Neural Network Training

IEEE transactions on electron devices, 2019-05, Vol.66 (5), p.2172-2178

2019

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Memristor devices for neural networks

Journal of physics. D, Applied physics, 2019-01, Vol.52 (2), p.23003

2019

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Laser precision engineering: from microfabrication to nanoprocessing

Laser & photonics reviews, 2010-01, Vol.4 (1), p.123-143

2010

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End-to-End Implementation of Various Hybrid Neural Networks on a Cross-Paradigm Neuromorphic Chip

Frontiers in neuroscience, 2021-02, Vol.15, p.615279-615279

2021

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A hybrid and scalable brain-inspired robotic platform

Scientific reports, 2020-10, Vol.10 (1), p.18160-18160, Article 18160

2020

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Direct Training for Spiking Neural Networks: Faster, Larger, Better

Proceedings of the ... AAAI Conference on Artificial Intelligence, 2019-07, Vol.33 (1), p.1311-1318

2019

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Enabling an integrated rate-temporal learning scheme on memristor

Scientific reports, 2014-04, Vol.4 (1), p.4755-4755, Article 4755

2014

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III―V Multiple-Gate Field-Effect Transistors With High-Mobility In0.7Ga0.3As Channel and Epi-Controlled Retrograde-Doped Fin

IEEE electron device letters, 2011-02, Vol.32 (2), p.146-148

2011

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Programming current density reduction for elevated-confined phase change memory with a self-aligned oxidation TiWOx heater

Applied physics letters, 2014-11, Vol.105 (21)

2014

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Enabling universal memory by overcoming the contradictory speed and stability nature of phase-change materials

Scientific reports, 2012-04, Vol.2 (1), p.360-360, Article 360

2012

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Implementation of nitrogen-doped titanium-tungsten tunable heater in phase change random access memory and its effects on device performance

Applied physics letters, 2014-10, Vol.105 (15)

2014

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Model Compression and Hardware Acceleration for Neural Networks: A Comprehensive Survey

Spatio-Temporal Backpropagation for Training High-Performance Spiking Neural Networks

CIFAR10-DVS: An Event-Stream Dataset for Object Classification

Face classification using electronic synapses

Brain-inspired global-local learning incorporated with neuromorphic computing

Φ memristor: Real memristor found

Creation of a needle of longitudinally polarized light in vacuum using binary optics

Robust Event-Based Object Tracking Combining Correlation Filter and CNN Representation

SSM: a high-performance scheme for in situ training of imprecise memristor neural networks

Fractional memristor

A framework for the general design and computation of hybrid neural networks

Native point defects of semiconducting layered Bi2O2Se

Retraction: “Φ memristor: Real memristor found” [J. Appl. Phys. 125, 054504 (2019)]

Minimum-cost control of complex networks

Exploring Cycle-to-Cycle and Device-to-Device Variation Tolerance in MLC Storage-Based Neural Network Training

Memristor devices for neural networks

Laser precision engineering: from microfabrication to nanoprocessing

End-to-End Implementation of Various Hybrid Neural Networks on a Cross-Paradigm Neuromorphic Chip

A hybrid and scalable brain-inspired robotic platform

Direct Training for Spiking Neural Networks: Faster, Larger, Better

Enabling an integrated rate-temporal learning scheme on memristor

III―V Multiple-Gate Field-Effect Transistors With High-Mobility In0.7Ga0.3As Channel and Epi-Controlled Retrograde-Doped Fin

Programming current density reduction for elevated-confined phase change memory with a self-aligned oxidation TiWOx heater

Enabling universal memory by overcoming the contradictory speed and stability nature of phase-change materials

Implementation of nitrogen-doped titanium-tungsten tunable heater in phase change random access memory and its effects on device performance

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