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Sensorimotor cortex reinforcement learning of 2-joint virtual arm reaching (Neymotin et al. 2013)
a2dmodeldb_r1 [574744]
"... We developed a model of sensory and motor neocortex consisting of 704 spiking model-neurons. Sensory and motor populations included excitatory cells and two types of interneurons. Neurons were interconnected with AMPA/NMDA, and GABAA synapses. We trained our model using spike-timing-dependent reinforcement learning to control a 2-joint virtual arm to reach to a fixed target. ... "
  • Neocortex L5/6 pyramidal GLU cell Show Other
  • Neocortex U1 L2/6 pyramidal intratelencephalic GLU cell Show Other
  • Neocortex V1 interneuron basket PV GABA cell Show Other
  • Neocortex fast spiking (FS) interneuron Show Other
  • Neocortex spiking regular (RS) neuron Show Other
  • Neocortex spiking low threshold (LTS) neuron Show Other
  • Neymotin SA, Chadderdon GL, Kerr CC, Francis JT, Lytton WW (2013) Show Other
a2dmodeldb
  • Neymotin, Sam [Samuel.Neymotin at nki.rfmh.org] Show Other
  • Chadderdon, George [gchadder3 at gmail.com] Show Other
Motor control
True
False
Other categories referring to Sensorimotor cortex reinforcement learning of 2-joint virtual arm reaching (Neymotin et al. 2013)
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Last Time: 6/26/2017 9:42:10 PM
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