On-chip supervised learning rule for ultra high density neural crossbar using memristor for synapse and neuron.
Djaafar ChabiZhaohao WangWeisheng ZhaoJacques-Olivier KleinPublished in: NANOARCH (2014)
Keyphrases
- high density
- learning rules
- neural network
- quantum mechanics
- spiking neural networks
- learning algorithm
- biologically inspired
- low density
- artificial neural networks
- high bandwidth
- close proximity
- high speed
- spiking neurons
- back propagation
- neural model
- data center
- network architecture
- neuron model
- magnetic tape
- activation function
- thin film
- learning scheme
- synaptic weights
- spike trains
- output layer
- associative memory
- fuzzy logic
- particle swarm optimisation
- biologically plausible
- neural network model
- genetic algorithm
- machine learning