Delta-Sigma Modulation Neurons for High-Precision Training of Memristive Synapses in Deep Neural Networks.
Loai DanialSidharth ThomasShahar KvatinskyPublished in: ISCAS (2019)
Keyphrases
- high precision
- neural network
- high recall
- training process
- training algorithm
- output layer
- delta sigma
- associative memory
- neural network structure
- spiking neural networks
- feedforward neural networks
- hidden layer
- activation function
- multi layer perceptron
- neural models
- synaptic weights
- noise shaping
- back propagation
- multilayer neural network
- artificial neural networks
- hebbian learning
- spiking neurons
- multilayer perceptron
- feed forward
- achieve high precision
- recurrent neural networks
- neural network model
- learning rules
- biologically inspired
- image enhancement