Reinforcement learning through modulation of spike-timing-dependent synaptic plasticity
RV Florian - Neural computation, 2007 - ieeexplore.ieee.org
The persistent modification of synaptic efficacy as a function of the relative timing of pre-and
postsynaptic spikes is a phenomenon known as spike-timing-dependent plasticity (STDP) …
postsynaptic spikes is a phenomenon known as spike-timing-dependent plasticity (STDP) …
The chronotron: A neuron that learns to fire temporally precise spike patterns
RV Florian - 2012 - journals.plos.org
In many cases, neurons process information carried by the precise timings of spikes. Here
we show how neurons can learn to generate specific temporally precise output spikes in …
we show how neurons can learn to generate specific temporally precise output spikes in …
Storage of phase-coded patterns via STDP in fully-connected and sparse network: a study of the network capacity
We study the storage and retrieval of phase-coded patterns as stable dynamical attractors in
recurrent neural networks, for both an analog and a integrate and fire spiking model. The …
recurrent neural networks, for both an analog and a integrate and fire spiking model. The …
Role of temporally asymmetric synaptic plasticity to memorize group-synchronous patterns of neural activity
S Scarpetta, F Giacco, M Marinaro - Neural Nets WIRN09, 2009 - ebooks.iospress.nl
Many experimental results have generated renewed appreciation that precise temporal
synchronization, and synchronized oscillatory activity in distributed groups of neurons, may …
synchronization, and synchronized oscillatory activity in distributed groups of neurons, may …
[图书][B] Early-life trauma alters hippocampal function during an episodic memory task in adulthood
SS Janetsian-Fritz - 2017 - search.proquest.com
Early life trauma is a risk factor for a number of neuropsychiatric disorders, including
schizophrenia (SZ) and depression. Animal models have played a critical role in …
schizophrenia (SZ) and depression. Animal models have played a critical role in …
[PDF][PDF] Dynamics and storage capacity of cortical networks with small-world topology
We study the storage of phase-coded patterns as stable dynamical attractors in recurrent
neural networks with small-world topology. The synaptic strength of existent connections is …
neural networks with small-world topology. The synaptic strength of existent connections is …
Neural Nets WIRN09 19 B. Apolloni et al.(Eds.) IOS Press, 2009 2009 The authors and IOS Press. All rights reserved.
B Apolloni - Neural Nets WIRN09: Proceedings of the 19th …, 2009 - books.google.com
We present a sensitivity study of a wait and chase scheme introduced in a previous work to
model the contact times between people belonging to a social community. The membership …
model the contact times between people belonging to a social community. The membership …