Exploring the Random Network of Hodgkin and Huxley Neurons with Exponential Synaptic Conductances on OpenCL FPGA Platform.
Zheming JinHal FinkelPublished in: FCCM (2019)
Keyphrases
- spiking neural networks
- spiking neurons
- synaptic plasticity
- input patterns
- hebbian learning
- biologically inspired
- real time
- neural network
- neuronal networks
- biologically plausible
- learning rules
- feed forward
- field programmable gate array
- neuron model
- network structure
- single neuron
- low cost
- hardware implementation
- synaptic weights
- network traffic
- sensory inputs
- peer to peer
- artificial neural networks
- communication networks
- multilayer neural network
- wireless sensor networks
- connection weights
- complex networks
- communication protocol
- visual cortex
- network management
- input space