On Robustness of Spin-Orbit-Torque Based Stochastic Sigmoid Neurons for Spiking Neural Networks.
Akhilesh JaiswalAmogh AgrawalIndranil ChakrabortyDeboleena RoyKaushik RoyPublished in: IJCNN (2019)
Keyphrases
- spiking neural networks
- biologically inspired
- spiking neurons
- neural models
- synaptic plasticity
- feed forward
- learning rules
- neural network
- biologically plausible
- activation function
- hidden layer
- artificial neural networks
- hebbian learning
- liquid state machine
- control algorithm
- neuron model
- receptive fields
- motor control
- network architecture
- training algorithm
- radial basis function
- linear combination
- higher order
- synaptic weights
- fuzzy logic
- learning algorithm