Monte Carlo validation of spike-timing-dependent plasticity identification from spiking activity.
Brian S. RobinsonTheodore W. BergerDong SongPublished in: EMBC (2016)
Keyphrases
- monte carlo
- feed forward
- markov chain
- spike trains
- spiking neural networks
- monte carlo methods
- monte carlo simulation
- biologically plausible
- importance sampling
- adaptive sampling
- learning rules
- monte carlo tree search
- monte carlo method
- markovian decision
- simulation study
- particle filter
- stochastic approximation
- neural network
- optimal strategy
- global illumination
- temporal difference
- variance reduction
- biologically inspired
- neural network model
- matrix inversion
- spiking neurons
- search algorithm