Encoding symbolic sequences with spiking neural reservoirs.
Renato C. DuarteMarvin UhlmannDick den van BroekHartmut FitzKarl Magnus PeterssonAbigail MorrisonPublished in: IJCNN (2018)
Keyphrases
- bio inspired
- spike trains
- neuron model
- connectionist models
- spiking neural networks
- basal ganglia
- hebbian learning
- neural learning
- biologically plausible
- single neuron
- neural network
- learning rules
- spiking neurons
- hidden markov models
- variable length
- feed forward
- network architecture
- biologically inspired
- hodgkin huxley
- high level
- neural model
- swarm intelligence
- sequential patterns
- sequence analysis
- encoding scheme
- symbolic representation
- encoding schemes
- symbolic data
- long sequences
- artificial neural networks
- pairwise