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HfO2-Based OxRAM Devices as Synapses for Convolutional Neural Networks

IEEE transactions on electron devices, 2015-08, Vol.62 (8), p.2494-2501

2015

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Stochastic Resonance in HfO } -Based Memristors: Impact of External Noise on the Binary STDP Protocol

IEEE transactions on electron devices, 2024-08, p.1-5

2024

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Neuromodulated Spike-Timing-Dependent Plasticity, and Theory of Three-Factor Learning Rules

Frontiers in neural circuits, 2016-01, Vol.9, p.85-85

2016

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An Electronic Synapse Device Based on Metal Oxide Resistive Switching Memory for Neuromorphic Computation

IEEE transactions on electron devices, 2011-08, Vol.58 (8), p.2729-2737

2011

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Spike timing-dependent plasticity and memory

Current opinion in neurobiology, 2023-06, Vol.80, p.102707-102707, Article 102707

2023

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Neuromodulation of Spike-Timing-Dependent Plasticity: Past, Present, and Future

Neuron (Cambridge, Mass.), 2019-08, Vol.103 (4), p.563-581

2019

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Neuronal and astrocyte determinants of critical periods of plasticity

Trends in neurosciences (Regular ed.), 2023-07, Vol.46 (7), p.566-580

2023

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Synaptic plasticity rules with physiological calcium levels

Proceedings of the National Academy of Sciences - PNAS, 2020-12, Vol.117 (52), p.33639-33648

2020

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CORDIC-SNN: On-FPGA STDP Learning With Izhikevich Neurons

IEEE transactions on circuits and systems. I, Regular papers, 2019-07, Vol.66 (7), p.2651-2661

2019

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Engineering synaptic characteristics of TaOx/HfO2 bi-layered resistive switching device

Nanotechnology, 2018-10, Vol.29 (41), p.415204-415204

2018

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Neuromorphic Electronic Circuits for Building Autonomous Cognitive Systems

Proceedings of the IEEE, 2014-09, Vol.102 (9), p.1367-1388

2014

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Demonstration of Unsupervised Learning With Spike-Timing-Dependent Plasticity Using a TFT-Type NOR Flash Memory Array

IEEE transactions on electron devices, 2018-05, Vol.65 (5), p.1774-1780

2018

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Demonstrating Advantages of Neuromorphic Computation: A Pilot Study

Frontiers in neuroscience, 2019-03, Vol.13, p.260-260

2019

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Silicon synaptic transistor for hardware-based spiking neural network and neuromorphic system

Nanotechnology, 2017-10, Vol.28 (40), p.405202-405202

2017

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Models developed for spiking neural networks

MethodsX, 2023-01, Vol.10, p.102157-102157, Article 102157

2023

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Realization of memristor and synaptic simulation behaviors based on LiNbOx

Ceramics international, 2023-03, Vol.49 (6), p.10083-10088

2023

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A robust high-performance electronic synapse based on epitaxial ferroelectric Hf0.5Zr0.5O2 films with uniform polarization and high Curie temperature

Applied materials today, 2022-12, Vol.29, p.101587, Article 101587

2022

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Pattern Recognition Accuracy Optimization of Unsupervised Spiking Neural Network Using Y-Doped AlN Memristors

IEEE transactions on electron devices, 2023-08, Vol.70 (8), p.4473-4478

2023

Volltextzugriff (PDF)

CMOS and Memristor-Based Neural Network Design for Position Detection

Proceedings of the IEEE, 2012-06, Vol.100 (6), p.2050-2060

2012

Volltextzugriff (PDF)

Emerging memory technologies for neuromorphic computing

Nanotechnology, 2019-01, Vol.30 (3), p.032001-032001

2019

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Computational modeling of spiking neural network with learning rules from STDP and intrinsic plasticity

Physica A, 2018-02, Vol.491, p.716-728

2018

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A Dynamic System Approach to Spiking Second Order Memristor Networks

IEEE transactions on circuits and systems. I, Regular papers, 2022-04, Vol.69 (4), p.1641-1654

2022

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Activity-dependent dendritic spine neck changes are correlated with synaptic strength

Proceedings of the National Academy of Sciences - PNAS, 2014-07, Vol.111 (28), p.E2895-E2904

2014

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Homeostatic role of heterosynaptic plasticity: models and experiments

Frontiers in computational neuroscience, 2015-07, Vol.9, p.89-89

2015

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Transcranial Magnetic Stimulation and the Understanding of Behavior

Annual review of psychology, 2021-01, Vol.72 (1), p.97-121

2021

Volltextzugriff (PDF)

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HfO2-Based OxRAM Devices as Synapses for Convolutional Neural Networks

Stochastic Resonance in HfO } -Based Memristors: Impact of External Noise on the Binary STDP Protocol

Neuromodulated Spike-Timing-Dependent Plasticity, and Theory of Three-Factor Learning Rules

An Electronic Synapse Device Based on Metal Oxide Resistive Switching Memory for Neuromorphic Computation

Spike timing-dependent plasticity and memory

Neuromodulation of Spike-Timing-Dependent Plasticity: Past, Present, and Future

Neuronal and astrocyte determinants of critical periods of plasticity

Synaptic plasticity rules with physiological calcium levels

CORDIC-SNN: On-FPGA STDP Learning With Izhikevich Neurons

Engineering synaptic characteristics of TaOx/HfO2 bi-layered resistive switching device

Neuromorphic Electronic Circuits for Building Autonomous Cognitive Systems

Demonstration of Unsupervised Learning With Spike-Timing-Dependent Plasticity Using a TFT-Type NOR Flash Memory Array

Demonstrating Advantages of Neuromorphic Computation: A Pilot Study

Silicon synaptic transistor for hardware-based spiking neural network and neuromorphic system

Models developed for spiking neural networks

Realization of memristor and synaptic simulation behaviors based on LiNbOx

A robust high-performance electronic synapse based on epitaxial ferroelectric Hf0.5Zr0.5O2 films with uniform polarization and high Curie temperature

Pattern Recognition Accuracy Optimization of Unsupervised Spiking Neural Network Using Y-Doped AlN Memristors

CMOS and Memristor-Based Neural Network Design for Position Detection

Emerging memory technologies for neuromorphic computing

Computational modeling of spiking neural network with learning rules from STDP and intrinsic plasticity

A Dynamic System Approach to Spiking Second Order Memristor Networks

Activity-dependent dendritic spine neck changes are correlated with synaptic strength

Homeostatic role of heterosynaptic plasticity: models and experiments

Transcranial Magnetic Stimulation and the Understanding of Behavior

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