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Neural Synaptic Plasticity-Like Computing: An Ultra-Low Cost Approach for Artificial Neural Networks Implementation

2020 IEEE International Symposium on Circuits and Systems (ISCAS), 2020, p.1-5

2020

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How do TTX and AP5 affect the post-recovery neuronal network activity synchronization?

2007 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2007, Vol.2007, p.3012-3015

2007

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Multi-level System Coupling of Error Commission, Detection and Correction in the Error Monitoring and Processing System are Required for High Precision Task Performance, and Modulates Neural Plasticity through Changes in Glucoallostasis

2017 International Conference on Control, Artificial Intelligence, Robotics & Optimization (ICCAIRO), 2017, p.325-329

2017

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Understanding the role of astrocytic GABA in simulated neural networks

2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2016, Vol.2016, p.6121-6124

2016

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Manipulation of neuronal plasticity with strong magnetic fields and nano-technology

2006 IEEE International Symposium on MicroNanoMechanical and Human Science, 2006, p.1-2

2006

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Spiking neural network with synaptic plasticity for recognition

2018 IEEE 3rd Advanced Information Technology, Electronic and Automation Control Conference (IAEAC), 2018, p.1728-1732

2018

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Modeling of topology-dependent neural network plasticity induced by activity-dependent electrical stimulation

2013 6th International IEEE/EMBS Conference on Neural Engineering (NER), 2013, p.831-834

2013

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Skyrmionic implementation of Spike Time Dependent Plasticity (STDP) enabled Spiking Neural Network (SNN) under supervised learning scheme

2018 4th IEEE International Conference on Emerging Electronics (ICEE), 2018, p.1-6

2018

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Demonstration of hybrid CMOS/RRAM neural networks with spike time/rate-dependent plasticity

2016 IEEE International Electron Devices Meeting (IEDM), 2016, p.16.8.1-16.8.4

2016

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An adaptive spiking neural network with Hebbian learning

2011 IEEE Workshop on Evolving and Adaptive Intelligent Systems (EAIS), 2011, p.17-23

Long, L. N.

2011

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Synaptic plasticity in neuronal network models can explain patterns of bursting activity seen in temporal lobe epileptic seizures

The 26th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2004, Vol.1, p.715-717

2004

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Improving Robustness of ReRAM-based Spiking Neural Network Accelerator with Stochastic Spike-timing-dependent-plasticity

2019 International Joint Conference on Neural Networks (IJCNN), 2019, p.1-8

2019

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Excitement and synchronization of electrically coupled small-world neuronal network with synaptic plasticity

2011 Seventh International Conference on Natural Computation, 2011, Vol.1, p.455-458

2011

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Implementation of memristive neural networks with spike-rate-dependent plasticity synapses

2014 International Joint Conference on Neural Networks (IJCNN), 2014, p.2226-2233

2014

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Learning of 2 DOF robotic arm using integrated architecture of neural network and Spike Timing Dependent Plasticity

2018 6th RSI International Conference on Robotics and Mechatronics (IcRoM), 2018, p.126-129

2018

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Using neural networks to simulate the Alzheimer's Disease

2008 World Automation Congress, 2008, p.1-6

2008

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Spike timing dependent plasticity based enhanced self-learning for efficient pattern recognition in spiking neural networks

2017 International Joint Conference on Neural Networks (IJCNN), 2017, p.1847-1854

2017

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The effects of external electrical field on a neural network with synaptic plasticity and conduction delays

2012 24th Chinese Control and Decision Conference (CCDC), 2012, p.2449-2454

2012

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Stochastic resonance effects in Izhikevich neural system with spike-timing dependent plasticity

2015 54th Annual Conference of the Society of Instrument and Control Engineers of Japan (SICE), 2015, p.270-275

2015

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Neuronal avalanche induced by multiplicative spike-timing-dependent plasticity

The 2011 International Joint Conference on Neural Networks, 2011, p.1523-1529

2011

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A novel homeostatic plasticity model realized by random fluctuations in excitatory synapses

2016 International Joint Conference on Neural Networks (IJCNN), 2016, p.1060-1067

2016

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A spiking neuronal model learning a motor control task by reinforcement learning and structural synaptic plasticity

2015 International Joint Conference on Neural Networks (IJCNN), 2015, p.1-8

2015

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Effects of Spiking and Bursting Behaviors of Neurons on Synchronization and Plasticity

2022 Medical Technologies Congress (TIPTEKNO), 2022, p.1-4

Elibol, Rahmi

2022

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A Spiking Neural Network with a Global Self-Controller for Unsupervised Learning Based on Spike-Timing-Dependent Plasticity Using Flash Memory Synaptic Devices

2019 International Joint Conference on Neural Networks (IJCNN), 2019, p.1-7

2019

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Homeostasis of neuronal network firing rate during the induction of plasticity

2009 4th International IEEE/EMBS Conference on Neural Engineering, 2009, p.661-664

2009

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Neural Synaptic Plasticity-Like Computing: An Ultra-Low Cost Approach for Artificial Neural Networks Implementation

How do TTX and AP5 affect the post-recovery neuronal network activity synchronization?

Multi-level System Coupling of Error Commission, Detection and Correction in the Error Monitoring and Processing System are Required for High Precision Task Performance, and Modulates Neural Plasticity through Changes in Glucoallostasis

Understanding the role of astrocytic GABA in simulated neural networks

Manipulation of neuronal plasticity with strong magnetic fields and nano-technology

Spiking neural network with synaptic plasticity for recognition

Modeling of topology-dependent neural network plasticity induced by activity-dependent electrical stimulation

Skyrmionic implementation of Spike Time Dependent Plasticity (STDP) enabled Spiking Neural Network (SNN) under supervised learning scheme

Demonstration of hybrid CMOS/RRAM neural networks with spike time/rate-dependent plasticity

An adaptive spiking neural network with Hebbian learning

Synaptic plasticity in neuronal network models can explain patterns of bursting activity seen in temporal lobe epileptic seizures

Improving Robustness of ReRAM-based Spiking Neural Network Accelerator with Stochastic Spike-timing-dependent-plasticity

Excitement and synchronization of electrically coupled small-world neuronal network with synaptic plasticity

Implementation of memristive neural networks with spike-rate-dependent plasticity synapses

Learning of 2 DOF robotic arm using integrated architecture of neural network and Spike Timing Dependent Plasticity

Using neural networks to simulate the Alzheimer's Disease

Spike timing dependent plasticity based enhanced self-learning for efficient pattern recognition in spiking neural networks

The effects of external electrical field on a neural network with synaptic plasticity and conduction delays

Stochastic resonance effects in Izhikevich neural system with spike-timing dependent plasticity

Neuronal avalanche induced by multiplicative spike-timing-dependent plasticity

A novel homeostatic plasticity model realized by random fluctuations in excitatory synapses

A spiking neuronal model learning a motor control task by reinforcement learning and structural synaptic plasticity

Effects of Spiking and Bursting Behaviors of Neurons on Synchronization and Plasticity

A Spiking Neural Network with a Global Self-Controller for Unsupervised Learning Based on Spike-Timing-Dependent Plasticity Using Flash Memory Synaptic Devices

Homeostasis of neuronal network firing rate during the induction of plasticity

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