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Optimal spatiotemporal spike pattern detection by STDP (Masquelier 2017)
Tim Masquelier
STDP [20890]
We simulate a LIF neuron equipped with STDP. A pattern repeats in its inputs. The LIF progressively becomes selective to the repeating pattern, in an optimal manner.
  • Abstract integrate-and-fire leaky neuron Show Other
  • Neuron or other electrically excitable cell Show Other
  • Masquelier, Tim [timothee.masquelier at alum.mit.edu] Show Other
timothee.masquelier@alum.mit.edu
Masquelier T (2017) STDP allows close-to-optimal spatiotemporal spike pattern detection by single coincidence detector neurons. Neuroscience. https://doi.org/10.1016/j.neuroscience.2017.06.032
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Revisions: 5
Last Time: 6/30/2017 4:56:26 PM
Reviewer: Tom Morse - MoldelDB admin
Owner: Tom Morse - MoldelDB admin