Results 31 to 40 of about 46,898 (329)

Memory-Efficient Synaptic Connectivity for Spike-Timing- Dependent Plasticity [PDF]

Frontiers in Neuroscience, 2019
Spike-Timing-Dependent Plasticity (STDP) is a bio-inspired local incremental weight update rule commonly used for online learning in spike-based neuromorphic systems.
Bruno U. Pedroni, Siddharth Joshi, Stephen R. Deiss, Sadique Sheik, Georgios Detorakis, Somnath Paul, Charles Augustine, Emre O. Neftci, Gert Cauwenberghs   +8 more
doaj   +2 more sources

Spike-timing-dependent plasticity: a comprehensive overview [PDF]

Frontiers in Synaptic Neuroscience, 2012
Reference EPFL-ARTICLE-183375doi:10.3389/fnsyn.2012.00002View record in PubMed Record created on 2013-01-28, modified on 2017-05 ...
Henry eMarkram, Wulfram eGerstner, Per Jesper eSjöström   +2 more
doaj   +3 more sources

Synaptic symmetry breaking by spike timing dependent synaptic plasticity [PDF]

BMC Neuroscience, 2008
Kim Seunghwan, Shin Chang-Woo
doaj   +2 more sources

Memory-efficient neurons and synapses for spike-timing-dependent-plasticity in large-scale spiking networks. [PDF]

Front Neurosci
Urbizagastegui P, van Schaik A, Wang R.
europepmc   +3 more sources

Supervised Learning in SNN via Reward-Modulated Spike-Timing-Dependent Plasticity for a Target Reaching Vehicle

Frontiers in Neurorobotics, 2019
Spiking neural networks (SNNs) offer many advantages over traditional artificial neural networks (ANNs) such as biological plausibility, fast information processing, and energy efficiency.
Zhenshan Bing, Ivan Baumann, Zhuangyi Jiang, Kai Huang, Kai Huang, Caixia Cai, Alois Knoll   +6 more
doaj   +2 more sources

Stability and Competition in Multi-spike Models of Spike-Timing Dependent Plasticity.

PLoS Computational Biology, 2016
Spike-timing dependent plasticity (STDP) is a widespread plasticity mechanism in the nervous system. The simplest description of STDP only takes into account pairs of pre- and postsynaptic spikes, with potentiation of the synapse when a presynaptic spike
Baktash Babadi, L F Abbott
doaj   +2 more sources

Spike-Timing Dependent Plasticity Effect on the Temporal Patterning of Neural Synchronization. [PDF]

Front Comput Neurosci, 2020
Zirkle J, Rubchinsky LL.
europepmc   +3 more sources

Coherence resonance and stochastic synchronization in a small-world neural network: an interplay in the presence of spike-timing-dependent plasticity [PDF]

Nonlinear dynamics, 2022
Coherence resonance (CR), stochastic synchronization (SS), and spike-timing-dependent plasticity (STDP) are ubiquitous dynamical processes in biological neural networks.
Marius E. Yamakou, E. Inack
semanticscholar   +1 more source

Determinants of Spike Timing-Dependent Synaptic Plasticity [PDF]

Neuron, 2001
Recent studies show that the precise timing of presynaptic inputs and postsynaptic action potentials influences the strength and sign of synaptic plasticity. In this issue of Neuron, Sjöström and colleagues (2001) determine how this so-called spike timing-dependent plasticity depends on the frequency and strength of the presynaptic inputs.
Greg J. Stuart
openalex   +4 more sources

Robust rhythmogenesis via spike-timing-dependent plasticity [PDF]

Physical Review E, 2020
Rhythmic activity has been observed in numerous animal species ranging from insects to humans, and in relation to a wide range of cognitive tasks. Various experimental and theoretical studies have investigated rhythmic activity. The theoretical efforts have mainly been focused on the neuronal dynamics, under the assumption that network connectivity ...
Gabi Socolovsky, Maoz Shamir
openaire   +3 more sources