Predictive Visual Motion Extrapolation Emerges Spontaneously and without Supervision at Each Layer of a Hierarchical Neural Network with Spike-Timing-Dependent Plasticity

Dependent Plasticity ◽

Motion Extrapolation ◽

Hierarchical Neural Network

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

2019 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2019.8851825 ◽

2019 ◽

Cited By ~ 4

Author(s):

Xueyuan She ◽

Yun Long ◽

Saibal Mukhopadhyay

Keyword(s):

Neural Network ◽

Spike Timing ◽

Spiking Neural Network ◽

Deep Spiking Convolutional Neural Network Trained With Unsupervised Spike-Timing-Dependent Plasticity

IEEE Transactions on Cognitive and Developmental Systems ◽

10.1109/tcds.2018.2833071 ◽

2019 ◽

Vol 11 (3) ◽

pp. 384-394 ◽

Cited By ~ 18

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Spike Timing ◽

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) ◽

10.1109/ijcnn.2019.8851744 ◽

2019 ◽

Author(s):

Won-Mook Kang ◽

Chul-Heung Kim ◽

Soochang Lee ◽

Sung Yun Woo ◽

Jong-Ho Bae ◽

...

Keyword(s):

Neural Network ◽

Unsupervised Learning ◽

Flash Memory ◽

Spike Timing ◽

Spiking Neural Network ◽

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) ◽

10.1109/icrom.2018.8657598 ◽

2018 ◽

Author(s):

Vahid Azimirad ◽

Mohammad Tayefe Ramezanlou ◽

Parviz Shahabi

Keyword(s):

Neural Network ◽

Spike Timing ◽

Robotic Arm ◽

Dependent Plasticity ◽

Integrated Architecture

Spike-timing-dependent plasticity leads to gamma band responses in a neural network

Biological Cybernetics ◽

10.1007/s00422-009-0332-7 ◽

2009 ◽

Vol 101 (3) ◽

pp. 227-240 ◽

Cited By ~ 5

Author(s):

Ingo Fründ ◽

Frank W. Ohl ◽

Christoph S. Herrmann

Keyword(s):

Neural Network ◽

Spike Timing ◽

Gamma Band ◽

Memristive neural network for on-line learning and tracking with brain-inspired spike timing dependent plasticity

Scientific Reports ◽

10.1038/s41598-017-05480-0 ◽

2017 ◽

Vol 7 (1) ◽

Cited By ~ 68

Author(s):

G. Pedretti ◽

V. Milo ◽

S. Ambrogio ◽

R. Carboni ◽

S. Bianchi ◽

...

Keyword(s):

Neural Network ◽

Spike Timing ◽

Dependent Plasticity ◽

On Line ◽

Memristive Neural Network ◽

On Line Learning

Spatio-Temporal Tolerance of Visuo-Tactile Illusions in Artificial Skin by Recurrent Neural Network with Spike-Timing-Dependent Plasticity

Scientific Reports ◽

10.1038/srep41056 ◽

2017 ◽

Vol 7 (1) ◽

Cited By ~ 2

Author(s):

Alexandre Pitti ◽

Ganna Pugach ◽

Philippe Gaussier ◽

Sotaro Shimada

Keyword(s):

Neural Network ◽

Recurrent Neural Network ◽

Spike Timing ◽

Artificial Skin ◽

Dependent Plasticity ◽

Spatio Temporal

Effects of bursting dynamic features on the generation of multi-clustered structure of neural network with symmetric spike-timing-dependent plasticity learning rule

Chaos An Interdisciplinary Journal of Nonlinear Science ◽

10.1063/1.4935281 ◽

2015 ◽

Vol 25 (11) ◽

pp. 113108 ◽

Cited By ~ 1

Author(s):

Hui Liu ◽

Yongduan Song ◽

Fangzheng Xue ◽

Xiumin Li

Keyword(s):

Neural Network ◽

Learning Rule ◽

Spike Timing ◽

Dynamic Features ◽

Stochastic spike synchronization in a small-world neural network with spike-timing-dependent plasticity

Neural Networks ◽

10.1016/j.neunet.2017.09.016 ◽

2018 ◽

Vol 97 ◽

pp. 92-106 ◽

Cited By ~ 12

Author(s):

Sang-Yoon Kim ◽

Woochang Lim

Keyword(s):

Neural Network ◽

Small World ◽

Spike Timing ◽

Dynamical Mean-Field Equations for a Neural Network with Spike Timing Dependent Plasticity

Journal of Statistical Physics ◽

10.1007/s10955-012-0486-x ◽

2012 ◽

Vol 148 (4) ◽

pp. 677-686 ◽

Cited By ~ 1

Author(s):

Jörg Mayer ◽

Hong-Viet V. Ngo ◽

Heinz Georg Schuster

Keyword(s):

Neural Network ◽

Mean Field ◽

Spike Timing ◽

Field Equations ◽

Dependent Plasticity ◽

Mean Field Equations