Demonstration of spike timing dependent plasticity in CBRAM devices with silicon neurons.
Debayan MahalanabisM. SivarajW. ChenS. ShahHugh J. BarnabyMichael N. KozickiJennifer Blain ChristenSarma B. K. VrudhulaPublished in: ISCAS (2016)
Keyphrases
- synaptic plasticity
- spike trains
- spiking neural networks
- neural network
- semiconductor devices
- learning rules
- biologically inspired
- mobile devices
- biologically plausible
- embedded devices
- real time
- receptive fields
- visual cortex
- embedded systems
- feed forward
- high speed
- high density
- neural network model
- low cost
- hidden layer
- personal computer
- intelligent environments
- learning mechanism
- associative memory
- spiking neurons
- synaptic weights
- data sets