Fully parallel RRAM synaptic array for implementing binary neural network with (+1, -1) weights and (+1, 0) neurons.
Xiaoyu SunXiaochen PengPai-Yu ChenRui LiuJae-sun SeoShimeng YuPublished in: ASP-DAC (2018)
Keyphrases
- synaptic weights
- neural network
- neuron model
- artificial neural networks
- neural network model
- synaptic plasticity
- learning rules
- biologically plausible
- spiking neurons
- single neuron
- connection weights
- feed forward
- input patterns
- spiking neural networks
- hidden neurons
- activation function
- hidden layer
- back propagation
- biologically inspired
- hebbian learning
- feed forward neural networks
- neural model
- parallel processing
- linear combination
- network architecture
- distributed memory
- input pattern
- recurrent neural networks
- shared memory multiprocessor
- feedforward neural networks
- weight update
- output layer
- massively parallel
- training algorithm
- neural nets
- learning algorithm