[PDF][PDF] Neurodynamical Role of STDP in Storage and Retrieval of Associative Information.
Spike-timing-dependent plasticity (STDP) is a biological process in which the precise order
and timing of neuronal spikes affect the degree of synaptic modification. While there has …
and timing of neuronal spikes affect the degree of synaptic modification. While there has …
STDP-based associative memory formation and retrieval
Spike-timing-dependent plasticity (STDP) is a biological process in which the precise order
and timing of neuronal spikes affect the degree of synaptic modification. While there has …
and timing of neuronal spikes affect the degree of synaptic modification. While there has …
An STDP-based encoding method for associative and composite data
Spike-timing-dependent plasticity (STDP) is a biological process of synaptic modification
caused by the difference of firing order and timing between neurons. One of neurodynamical …
caused by the difference of firing order and timing between neurons. One of neurodynamical …
A STDP-based Encoding Algorithm for Associative and Composite Data
Spike-timing-dependent plasticity (STDP) is a biological process of synaptic modification
caused by the difference of firing order and timing between neurons. One of the …
caused by the difference of firing order and timing between neurons. One of the …
A Computational Model for Storing Memories in the Synaptic Structures of the Brain
Spike-timing dependent plasticity (STDP) is widely accepted as a mechanism through which
the brain can learn information from different stimuli (,). Basing synaptic changes on the …
the brain can learn information from different stimuli (,). Basing synaptic changes on the …
Different neural codes result in bidirectional connectivity formed by the same model of spike-timing-dependent plasticity
F Hauser, A Knoblauch, G Palm - BMC Neuroscience, 2011 - Springer
Recent studies on phenomenological models of spiketiming-dependent plasticity (STDP)
extend the idea of a pure spike-based paradigm to the level of dendritic voltage [1]. In such …
extend the idea of a pure spike-based paradigm to the level of dendritic voltage [1]. In such …
Spike timing-dependent plasticity of neural circuits
Y Dan, M Poo - Neuron, 2004 - cell.com
Recent findings of spike timing-dependent plasticity (STDP) have stimulated much interest
among experimentalists and theorists. Beyond the traditional correlation-based Hebbian …
among experimentalists and theorists. Beyond the traditional correlation-based Hebbian …
Spike timing dependent plasticity finds the start of repeating patterns in continuous spike trains
T Masquelier, R Guyonneau, SJ Thorpe - PloS one, 2008 - journals.plos.org
Experimental studies have observed Long Term synaptic Potentiation (LTP) when a
presynaptic neuron fires shortly before a postsynaptic neuron, and Long Term Depression …
presynaptic neuron fires shortly before a postsynaptic neuron, and Long Term Depression …
Formation and regulation of dynamic patterns in two-dimensional spiking neural circuits with spike-timing-dependent plasticity
JHC Palmer, P Gong - Neural Computation, 2013 - direct.mit.edu
Spike-timing-dependent plasticity (STDP) is an important synaptic dynamics that is capable
of shaping the complex spatiotemporal activity of neural circuits. In this study, we examine …
of shaping the complex spatiotemporal activity of neural circuits. In this study, we examine …
Tracking a trajectory of a moving stimulus by spike timing dependent plasticity
K Fujita - BMC Neuroscience, 2012 - Springer
The present study, we propose the recurrent network with spike timing dependent plasticity
(STDP) that can track a trajectory of a moving stimulus. In STDP, synaptic efficiency is …
(STDP) that can track a trajectory of a moving stimulus. In STDP, synaptic efficiency is …