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Recurrent neural network plasticity models: Unveiling their common core through multi-task learning

Computer methods in applied mechanics and engineering, 2024-06, Vol.426, Article 116991

2024

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Stability against fluctuations: a two-dimensional study of scaling, bifurcations and spontaneous symmetry breaking in stochastic models of synaptic plasticity

Biological cybernetics, 2024-04, Vol.118 (1-2), p.39-81

Elliott, Terry

2024

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Synaptic Information Storage Capacity Measured With Information Theory

Neural computation, 2024-04, Vol.36 (5), p.781

2024

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RTRA: Rapid Training of Regularization-based Approaches in Continual Learning

2023 10th International Conference on Soft Computing & Machine Intelligence (ISCMI), 2023, p.188-192

2023

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IEEE_Xplore

Adaptive Synaptic Scaling in Spiking Networks for Continual Learning and Enhanced Robustness

IEEE transaction on neural networks and learning systems, 2024-03, Vol.PP, p.1-15

2024

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IEEE_Xplore

Realization of Multiple Synapse Plasticity by Coexistence of Volatile and Nonvolatile Characteristics of Interface Type Memristor

ACS applied materials & interfaces, 2024-05, Vol.16 (19), p.24929-24942

2024

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A fully spiking coupled model of a deep neural network and a recurrent attractor explains dynamics of decision making in an object recognition task

Journal of neural engineering, 2024-04, Vol.21 (2)

2024

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Switchable memristor-based Hindmarsh-Rose neuron under electromagnetic radiation

Nonlinear dynamics, 2024-04, Vol.112 (8), p.6647-6662

2024

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Implementation of Multiple-Step Quantized STDP Based on Novel Memristive Synapses

IEEE transactions on very large scale integration (VLSI) systems, 2024-05, p.1-11

2024

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IEEE_Xplore

Planar Homogeneous Coexisting Hyperchaos in Bimemristor Cyclic Hopfield Neural Network

IEEE transactions on industrial electronics (1982), 2024-04, p.1-11

2024

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IEEE_Xplore

Artificial synaptic properties of zirconium-doped barium titanate film for neuromorphic computing

Materials today communications, 2024-06, Vol.39, Article 108893

2024

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Low-Power Perovskite Neuromorphic Synapse with Enhanced Photon Efficiency for Directional Motion Perception

ACS applied materials & interfaces, 2024-05, Vol.16 (17), p.22303-22311

2024

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Coexisting hyperchaos and multistability in a discrete memristor-coupled bi-neuron model

Nonlinear dynamics, 2024-06, Vol.112 (11), p.9547-9561

2024

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Ion-Doped Polyvinyl Alcohol (PVA)-Based Thin-Film Transistor for Logic Electronics and Neuronal Synapse

IEEE transactions on electron devices, 2024-06, Vol.71 (6), p.3852-3858

2024

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IEEE_Xplore

High-performance one-dimensional halide perovskite crossbar memristors and synapses for neuromorphic computing

Materials horizons, 2024-06, Vol.11 (11), p.2643-2656

2024

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Multiscale Thermodynamics-Informed Neural Networks (MuTINN) towards fast and frugal inelastic computation of woven composite structures

Journal of the mechanics and physics of solids, 2024-05, Vol.186, Article 105604

2024

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Temporal data learning of ferroelectric HfAlOx capacitors for reservoir computing system

Journal of alloys and compounds, 2024-06, Vol.990, Article 174371

2024

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Automatic parameter identification of a shape memory alloy model using characteristic experimental data points

European journal of mechanics, A, Solids, 2024-07, Vol.106, Article 105300

2024

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Programmable Optoelectronic Synaptic Transistors Based on MoS2/Ta2NiS5 Heterojunction for Energy-Efficient Neuromorphic Optical Operation

Small (Weinheim an der Bergstrasse, Germany), 2024-05, p.e2403103-e2403103

2024

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Programmable Retention Characteristics in MoS2‑Based Atomristors for Neuromorphic and Reservoir Computing Systems

ACS nano, 2024-06, Vol.18 (22), p.14327-14338

2024

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Dual Interactive Mode Human-Machine Interfaces Based on Triboelectric Nanogenerator and IGZO/In2O3 Heterojunction Synaptic Transistor

Small methods, 2024-04, p.e2301698-e2301698

2024

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Granular Magnetization Switching in Pt/Co/Ti Structure with HfOx Insertion for In-Memory Computing Applications

Nano letters, 2024-05, Vol.24 (18), p.5521-5528

2024

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Neuromorphic Vision Sensor driven by Ferroelectric HfAlO

Materials today. Nano, 2024-06, Vol.26, Article 100473

2024

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Assessment of mechanical and physicochemical properties of palm fiber composites: Effect of alkaline treatment and volume alterations

Journal of composite materials, 2024-06, Vol.58 (15), p.1789-1800

2024

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Light Sensing Artificial Synapse Based on Zinc Oxynitride for Neuromorphic Applications

IEEE sensors letters, 2024-05, Vol.8 (5), p.1-4

2024

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IEEE_Xplore

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Recurrent neural network plasticity models: Unveiling their common core through multi-task learning

Stability against fluctuations: a two-dimensional study of scaling, bifurcations and spontaneous symmetry breaking in stochastic models of synaptic plasticity

Synaptic Information Storage Capacity Measured With Information Theory

RTRA: Rapid Training of Regularization-based Approaches in Continual Learning

Adaptive Synaptic Scaling in Spiking Networks for Continual Learning and Enhanced Robustness

Realization of Multiple Synapse Plasticity by Coexistence of Volatile and Nonvolatile Characteristics of Interface Type Memristor

A fully spiking coupled model of a deep neural network and a recurrent attractor explains dynamics of decision making in an object recognition task

Switchable memristor-based Hindmarsh-Rose neuron under electromagnetic radiation

Implementation of Multiple-Step Quantized STDP Based on Novel Memristive Synapses

Planar Homogeneous Coexisting Hyperchaos in Bimemristor Cyclic Hopfield Neural Network

Artificial synaptic properties of zirconium-doped barium titanate film for neuromorphic computing

Low-Power Perovskite Neuromorphic Synapse with Enhanced Photon Efficiency for Directional Motion Perception

Coexisting hyperchaos and multistability in a discrete memristor-coupled bi-neuron model

Ion-Doped Polyvinyl Alcohol (PVA)-Based Thin-Film Transistor for Logic Electronics and Neuronal Synapse

High-performance one-dimensional halide perovskite crossbar memristors and synapses for neuromorphic computing

Multiscale Thermodynamics-Informed Neural Networks (MuTINN) towards fast and frugal inelastic computation of woven composite structures

Temporal data learning of ferroelectric HfAlOx capacitors for reservoir computing system

Automatic parameter identification of a shape memory alloy model using characteristic experimental data points

Programmable Optoelectronic Synaptic Transistors Based on MoS2/Ta2NiS5 Heterojunction for Energy-Efficient Neuromorphic Optical Operation

Programmable Retention Characteristics in MoS2‑Based Atomristors for Neuromorphic and Reservoir Computing Systems

Dual Interactive Mode Human-Machine Interfaces Based on Triboelectric Nanogenerator and IGZO/In2O3 Heterojunction Synaptic Transistor

Granular Magnetization Switching in Pt/Co/Ti Structure with HfOx Insertion for In-Memory Computing Applications

Neuromorphic Vision Sensor driven by Ferroelectric HfAlO

Assessment of mechanical and physicochemical properties of palm fiber composites: Effect of alkaline treatment and volume alterations

Light Sensing Artificial Synapse Based on Zinc Oxynitride for Neuromorphic Applications

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