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Spike-timing-dependent Plasticity

Slowness: An Objective for Spike-Timing-Dependent Plasticity?

Slowness: An Objective for Spike-Timing-Dependent Plasticity?

... Thus on an abstract level SFA seems to capture an important aspect of cortical information processing. However, SFA as a technical algorithm is biologically rather implausible. There is in particular one step in its ...

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Triphasic Spike-Timing-Dependent Plasticity Organizes Networks to Produce Robust Sequences of Neural Activity

Triphasic Spike-Timing-Dependent Plasticity Organizes Networks to Produce Robust Sequences of Neural Activity

... Synfire chains have long been proposed to generate precisely timed sequences of neural activity. Such activity has been linked to numerous neural functions including sensory encoding, cognitive and motor responses. In ...

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A compact spike-timing-dependent-plasticity circuit for floating gate weight implementation

A compact spike-timing-dependent-plasticity circuit for floating gate weight implementation

... Abstract—Spike timing dependent plasticity (STDP) forms the basis of learning within neural ...relative timing of pre- and post- synaptic ...critical plasticity window, to ...

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Unsupervised learning of digit recognition using spike-timing-dependent plasticity

Unsupervised learning of digit recognition using spike-timing-dependent plasticity

... In order to understand how the mammalian neocortex is performing computations, two things are necessary; we need to have a good understanding of the available neuronal processing units and mechanisms, and we need to gain ...

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BIOMIMETIC APPLICATION OF ION-CONDUCTING-BASED MEMRISTIVE DEVICES IN SPIKE-TIMING-DEPENDENT-PLASTICITY

BIOMIMETIC APPLICATION OF ION-CONDUCTING-BASED MEMRISTIVE DEVICES IN SPIKE-TIMING-DEPENDENT-PLASTICITY

... Simply stated, the strength of the synaptic connection between two neurons determines how well they communicate. In 1949, Donald Hebb postulated that the strength of a synapse between two neurons is increased when the ...

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The Influence of Spike Timing Dependent Plasticity on Synaptic Connectivity of Coupled Inhibitory Neurons

The Influence of Spike Timing Dependent Plasticity on Synaptic Connectivity of Coupled Inhibitory Neurons

... Spike-timing dependent plasticity (STDP) is a one specific type of plasticity that de- scribes how the coupling of two neurons is affected by the neuron’s firing activity, it is a ...

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Modeling triplet spike-timing-dependent plasticity using
memristive devices

Modeling triplet spike-timing-dependent plasticity using memristive devices

... Triplet-based Spike Timing Dependent Plasticity (TSTDP) is an advanced synaptic plasticity rule that results in improved learning capability compared to the conventional pair-based STDP ...

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A Spiking Neural Network Model of the Medial Superior Olive using Spike Timing Dependent Plasticity for Sound Localisation

A Spiking Neural Network Model of the Medial Superior Olive using Spike Timing Dependent Plasticity for Sound Localisation

... In a related approach but targeting lower latency responses, Smith (2001) employed the use of depressing synapses to detect the onsets in a phase-locked sound signal. It was observed that these onsets could be used to ...

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Spike Timing Dependent Plasticity and Synchronous Oscillations in an Invertebrate Olfactory System

Spike Timing Dependent Plasticity and Synchronous Oscillations in an Invertebrate Olfactory System

... just a few cycles on average (Mazor and Laurent, 2005), reflecting the rate at which the activity of the PN population vector is updated (Mazor and Laurent, 2005). KCs appear to be connected to approximately half of the ...

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Spike timing in pyramidal cells of the dorsal cochlear nucleus

Spike timing in pyramidal cells of the dorsal cochlear nucleus

... Hebbian plasticity is altered when ...synaptic plasticity has not been reported for other auditory brainstem ...of spike-timing dependent plasticity in pyramidal ...

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Reinforcement determines the timing dependence of corticostriatal synaptic plasticity in vivo

Reinforcement determines the timing dependence of corticostriatal synaptic plasticity in vivo

... vivo. Spike-timing-dependent plasticity is typically induced when presynaptic activation occurs within a time window of 5–30 ms around the time of postsynaptic cell ...

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Dendritic mechanisms controlling spike-timing dependent synaptic plasticity

Dendritic mechanisms controlling spike-timing dependent synaptic plasticity

... If induction of STDP is dependent on the amount of depolarisation at active postsynaptic sites , generation of dendritic electrogenesis during AP bursts would be expected to relieve magn[r] ...

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Consequences of Brief Periods of Sleep Loss on Hippocampus-Dependent Memory and Synaptic Plasticity

Consequences of Brief Periods of Sleep Loss on Hippocampus-Dependent Memory and Synaptic Plasticity

... hippocampal plasticity deficits that were observed in the delayed SD group could be attributed to disrupted activation of the molecular signaling pathways necessary for memory consolidation, which selectively ...

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Input-dependent subcellular localization of spike initiation between soma and axon at cortical pyramidal neurons

Input-dependent subcellular localization of spike initiation between soma and axon at cortical pyramidal neurons

... of spike initiation, the dynamics and density of local voltage-gated sodium channel (VGSC) are pre- sumably ...for spike initiation at the axonal hillock ...in spike initiation location ...the ...

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Age-dependent changes in synaptic plasticity enhance tau oligomerization in the mouse hippocampus

Age-dependent changes in synaptic plasticity enhance tau oligomerization in the mouse hippocampus

... Additional file 1: Figure S1. Examples of western blots that analyzed sarkosyl-soluble (SS) and -insoluble (SI) fractions obtained from hippocampi of sham-operated or LFS-applied wild-type mice from the adult (8 months ...

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Plasticity in Dnmt3L dependent and  independent modes of de novo methylation in the developing mouse embryo

Plasticity in Dnmt3L dependent and independent modes of de novo methylation in the developing mouse embryo

... Whereas Dnmt3a and Dnmt3b orthologs are found widely among distant eukaryotic species, a third Dnmt3 member, Dnmt3- like (Dnmt3l), has evolved uniquely in mammals (Yokomine et al., 2006). This gene encodes a ...

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Enhanced dopamine-dependent hippocampal plasticity after single MK-801 application

Enhanced dopamine-dependent hippocampal plasticity after single MK-801 application

... functional properties of pre-existing LTCCs. Given that D1/D5Rs are positively coupled to the AC-cAMP-PKA pathway, an enhanced LTCC efficacy following D1/D5R activation by a PKA-dependent mechanism seems ...

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Age dependent plasticity in endocannabinoid modulation of pain processing through postnatal development

Age dependent plasticity in endocannabinoid modulation of pain processing through postnatal development

... We also demonstrate an exciting new cannabinoid target for the treatment of pain in early life. Changes in the physiological functions of EC signalling system were revealed when we activate GPR55 receptors, by ...

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Predatory feeding behaviour in Pristionchus nematodes is dependent on phenotypic plasticity and induced by serotonin

Predatory feeding behaviour in Pristionchus nematodes is dependent on phenotypic plasticity and induced by serotonin

... The diplogastrid Pristionchus pacificus Sommer, Carta, Kim and Sternberg 1996 has been developed as a model organism for comparative and integrative evolutionary biology. It boasts an annotated genome (Dieterich et al., ...

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On the Rate-dependent Plasticity Modelling of Unidirectional Fibre-reinforced Polymeric Matrix Composites

On the Rate-dependent Plasticity Modelling of Unidirectional Fibre-reinforced Polymeric Matrix Composites

... 1D plasticity model proved to be able to reasonably predict the mechanical response of the material under high rates but further improvement would be needed in order to predict the quasi-static ...

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