A Novel Design Method of Multi-Compartment Soma-Dendrite-Spine Model having Nonlinear Asynchronous CA Dynamics and its Applications to STDP-based Learning and FPGA Implementation.
Masato IshikawaHiroyuki TorikaiPublished in: IJCNN (2020)
Keyphrases
- learning scheme
- prior knowledge
- mathematical model
- probabilistic model
- cellular automaton
- objective function
- prediction model
- learned models
- cellular automata
- fpga implementation
- highly nonlinear
- nonlinear models
- em algorithm
- rbf neural network
- dynamical systems
- dynamic model
- real time
- general purpose
- feature extraction
- recurrent networks
- learning algorithm