Behavior control in the sensorimotor loop with short-term synaptic dynamics induced by self-regulating neurons.
Hazem ToutounjiFrank PasemannPublished in: Frontiers Neurorobotics (2014)
Keyphrases
- short term
- long term
- single neuron
- long term memory
- short term and long term
- neural mechanisms
- neural network
- learning rules
- short and long term
- load forecasting
- sensory inputs
- motion prediction
- synaptic plasticity
- neuron model
- stock market
- dynamic behavior
- control system
- spiking neurons
- spiking neural networks
- wind speed
- spike trains
- feed forward
- motor control
- medium term
- primary visual cortex
- forecasting model
- dynamical systems
- computational intelligence
- receptive fields
- action potentials
- fuzzy logic
- synaptic weights
- regression model
- biologically plausible
- hebbian learning
- hidden layer