Calcium and Spike Timing-Dependent Plasticity [PDF]
Frontiers in Cellular Neuroscience, 2021 Since its discovery, spike timing-dependent synaptic plasticity (STDP) has been thought to be a primary mechanism underlying the brain’s ability to learn and to form new memories.
Yanis Inglebert +2 more
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A spike-timing-dependent plasticity rule for dendritic spines [PDF]
Nature Communications, 2020 The structural organization of excitatory inputs supporting spike-timing-dependent plasticity (STDP) in dendritic spines remains unknown. Using a spine STDP protocol, the authors uncover the STDP rules for single, clustered and distributed dendritic ...
Sabrina Tazerart +3 more
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Delay-dependent transitions of phase synchronization and coupling symmetry between neurons shaped by spike-timing-dependent plasticity. [PDF]
Cogn Neurodyn, 2023 Madadi Asl M, Ramezani Akbarabadi S.
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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 +8 more
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Sequence anticipation and spike-timing-dependent plasticity emerge from a predictive learning rule. [PDF]
Nat Commun, 2023 Intelligent behavior depends on the brain’s ability to anticipate future events. However, the learning rules that enable neurons to predict and fire ahead of sensory inputs remain largely unknown.
Saponati M, Vinck M.
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Mean-Field Approximations With Adaptive Coupling for Networks With Spike-Timing-Dependent Plasticity. [PDF]
Neural Comput, 2023 Understanding the effect of spike-timing-dependent plasticity (STDP) is key to elucidate how neural networks change over long timescales and to design interventions aimed at modulating such networks in neurological disorders.
Duchet B, Bick C, Byrne Á.
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Timing to be precise? An overview of spike timing-dependent plasticity, brain rhythmicity, and glial cells interplay within neuronal circuits. [PDF]
Mol Psychiatry, 2023 In the mammalian brain information processing and storage rely on the complex coding and decoding events performed by neuronal networks. These actions are based on the computational ability of neurons and their functional engagement in neuronal ...
Andrade-Talavera Y +2 more
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Deep unsupervised learning using spike-timing-dependent plasticity [PDF]
Neuromorphic Computing and Engineering, 2023 Spike-timing-dependent plasticity (STDP) is an unsupervised learning mechanism for spiking neural networks that has received significant attention from the neuromorphic hardware community.
Sen Lu, Abhronil Sengupta
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Entrainment and Spike-Timing Dependent Plasticity - A Review of Proposed Mechanisms of Transcranial Alternating Current Stimulation. [PDF]
Front Syst Neurosci, 2022 Specific frequency bands of neural oscillations have been correlated with a range of cognitive and behavioral effects (e.g., memory and attention).
Vogeti S, Boetzel C, Herrmann CS.
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Spike-Timing-Dependent Plasticity Mediated by Dopamine and its Role in Parkinson's Disease Pathophysiology. [PDF]
Front Netw Physiol, 2022 Parkinson’s disease (PD) is a multi-systemic neurodegenerative brain disorder. Motor symptoms of PD are linked to the significant dopamine (DA) loss in substantia nigra pars compacta (SNc) followed by basal ganglia (BG) circuit dysfunction.
Madadi Asl M +3 more
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