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Meta-learning in spiking neural networks with reward-modulated STDP

Neurocomputing (Amsterdam), 2024-10, Vol.600, p.128173, Article 128173

2024

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Synaptic Suppression Triplet‐STDP Learning Rule Realized in Second‐Order Memristors

Advanced functional materials, 2018-01, Vol.28 (5), p.n/a

2018

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Spike-Based Synaptic Plasticity in Silicon: Design, Implementation, Application, and Challenges

Proceedings of the IEEE, 2014-05, Vol.102 (5), p.717-737

2014

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IEEE_Xplore

Spike-timing-dependent plasticity: a comprehensive overview

Frontiers in synaptic neuroscience, 2012, Vol.4, p.2-2

2012

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Competitive Learning in a Spiking Neural Network: Towards an Intelligent Pattern Classifier

Sensors (Basel, Switzerland), 2020-01, Vol.20 (2), p.500

2020

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Adaptive Synaptic Memory via Lithium Ion Modulation in RRAM Devices

Small (Weinheim an der Bergstrasse, Germany), 2020-10, Vol.16 (42), p.e2003964-n/a

2020

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Solving the Distal Reward Problem through Linkage of STDP and Dopamine Signaling

Cerebral cortex (New York, N.Y. 1991), 2007-10, Vol.17 (10), p.2443-2452

Izhikevich, Eugene M

2007

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Memory and Information Processing in Neuromorphic Systems

Proceedings of the IEEE, 2015-08, Vol.103 (8), p.1379-1397

2015

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IEEE_Xplore

Leveraging spiking neural networks for topic modeling

Neural networks, 2024-10, Vol.178, p.106494, Article 106494

2024

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Chitosan-Based Polysaccharide-Gated Flexible Indium Tin Oxide Synaptic Transistor with Learning Abilities

ACS applied materials & interfaces, 2018-05, Vol.10 (19), p.16881-16886

2018

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A 4096-Neuron 1M-Synapse 3.8-pJ/SOP Spiking Neural Network With On-Chip STDP Learning and Sparse Weights in 10-nm FinFET CMOS

IEEE journal of solid-state circuits, 2019-04, Vol.54 (4), p.992-1002

2019

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IEEE_Xplore

Unsupervised learning of digit recognition using spike-timing-dependent plasticity

Frontiers in computational neuroscience, 2015-08, Vol.9, p.99-99

2015

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Self-adaptive STDP-based learning of a spiking neuron with nanocomposite memristive weights

Nanotechnology, 2020-01, Vol.31 (4), p.045201-045201

2020

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Flexible Neuromorphic Architectures Based on Self-Supported Multiterminal Organic Transistors

ACS applied materials & interfaces, 2018-08, Vol.10 (31), p.26443-26450

2018

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A TSTDP memristive synapse based on a comprehensive mathematical model of memory-TFT threshold voltage shift

Journal of theoretical biology, 2022-07, Vol.544, p.111119-111119, Article 111119

2022

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The associative brain at work: Evidence from paired associative stimulation studies in humans

Clinical neurophysiology, 2017-11, Vol.128 (11), p.2140-2164

2017

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A reconfigurable on-line learning spiking neuromorphic processor comprising 256 neurons and 128K synapses

Frontiers in neuroscience, 2015-04, Vol.9, p.141-141

2015

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Bilayered Oxide‐Based Cognitive Memristor with Brain‐Inspired Learning Activities

Advanced electronic materials, 2019-08, Vol.5 (8), p.n/a

2019

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Developmental Switch in Spike Timing-Dependent Plasticity and Cannabinoid-Dependent Reorganization of the Thalamocortical Projection in the Barrel Cortex

The Journal of neuroscience, 2016-06, Vol.36 (26), p.7039-7054

2016

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Brain-inspired computing with resistive switching memory (RRAM): Devices, synapses and neural networks

Microelectronic engineering, 2018-04, Vol.190, p.44-53

Ielmini, Daniele

2018

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Parylene-based memristive synapses for hardware neural networks capable of dopamine-modulated STDP learning

Journal of physics. D, Applied physics, 2021-12, Vol.54 (48), p.484002

2021

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Neuromorphic Hardware System for Visual Pattern Recognition With Memristor Array and CMOS Neuron

IEEE transactions on industrial electronics (1982), 2015-04, Vol.62 (4), p.2410-2419

2015

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IEEE_Xplore

Functional Connectivity Analysis of Neuronal Interactions

Procedia computer science, 2023, Vol.218, p.927-936

2023

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Hafnia-Based Double-Layer Ferroelectric Tunnel Junctions as Artificial Synapses for Neuromorphic Computing

ACS applied electronic materials, 2020-12, Vol.2 (12), p.4023-4033

2020

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Oxygen Vacancy Transition in HfOx‐Based Flexible, Robust, and Synaptic Bi‐Layer Memristor for Neuromorphic and Wearable Applications

Advanced materials technologies, 2022-07, Vol.7 (7), p.n/a

2022

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Meta-learning in spiking neural networks with reward-modulated STDP

Synaptic Suppression Triplet‐STDP Learning Rule Realized in Second‐Order Memristors

Spike-Based Synaptic Plasticity in Silicon: Design, Implementation, Application, and Challenges

Spike-timing-dependent plasticity: a comprehensive overview

Competitive Learning in a Spiking Neural Network: Towards an Intelligent Pattern Classifier

Adaptive Synaptic Memory via Lithium Ion Modulation in RRAM Devices

Solving the Distal Reward Problem through Linkage of STDP and Dopamine Signaling

Memory and Information Processing in Neuromorphic Systems

Leveraging spiking neural networks for topic modeling

Chitosan-Based Polysaccharide-Gated Flexible Indium Tin Oxide Synaptic Transistor with Learning Abilities

A 4096-Neuron 1M-Synapse 3.8-pJ/SOP Spiking Neural Network With On-Chip STDP Learning and Sparse Weights in 10-nm FinFET CMOS

Unsupervised learning of digit recognition using spike-timing-dependent plasticity

Self-adaptive STDP-based learning of a spiking neuron with nanocomposite memristive weights

Flexible Neuromorphic Architectures Based on Self-Supported Multiterminal Organic Transistors

A TSTDP memristive synapse based on a comprehensive mathematical model of memory-TFT threshold voltage shift

The associative brain at work: Evidence from paired associative stimulation studies in humans

A reconfigurable on-line learning spiking neuromorphic processor comprising 256 neurons and 128K synapses

Bilayered Oxide‐Based Cognitive Memristor with Brain‐Inspired Learning Activities

Developmental Switch in Spike Timing-Dependent Plasticity and Cannabinoid-Dependent Reorganization of the Thalamocortical Projection in the Barrel Cortex

Brain-inspired computing with resistive switching memory (RRAM): Devices, synapses and neural networks

Parylene-based memristive synapses for hardware neural networks capable of dopamine-modulated STDP learning

Neuromorphic Hardware System for Visual Pattern Recognition With Memristor Array and CMOS Neuron

Functional Connectivity Analysis of Neuronal Interactions

Hafnia-Based Double-Layer Ferroelectric Tunnel Junctions as Artificial Synapses for Neuromorphic Computing

Oxygen Vacancy Transition in HfOx‐Based Flexible, Robust, and Synaptic Bi‐Layer Memristor for Neuromorphic and Wearable Applications

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