Towards spiking neuromorphic system-on-a-chip with bio-plausible synapses using emerging devices.
Vishal SaxenaXinyu WuIra SrivastavaKehan ZhuPublished in: NANOCOM (2017)
Keyphrases
- spiking neural networks
- hebbian learning
- spiking neurons
- bio inspired
- low cost
- high speed
- biologically inspired
- high density
- feed forward
- mobile devices
- neural models
- artificial neural networks
- low power consumption
- programmable logic
- neuron model
- evolvable hardware
- basal ganglia
- learning rules
- network model
- data mining
- reconfigurable hardware
- embedded systems
- biologically plausible
- processing capabilities
- analog vlsi
- neural network
- spike trains
- single chip