Dynamic Firing on Static Analog/Digital Neuron Circuits with Resistive Synapses for Time-Series Neural Network.
Takao MarukameJunichi SuginoToshimitsu KitamuraKazuo IshikawaKoji TakahashiYutaka TamuraKumiko NomuraKoichi MizushimaYoshifumi NishiPublished in: ISCAS (2020)
Keyphrases
- synaptic weights
- floating gate
- neural network
- circuit design
- artificial neural networks
- analog circuits
- neural network model
- biologically plausible
- synaptic plasticity
- analog vlsi
- associative memory
- spiking neurons
- spiking neural networks
- network model
- multi layer
- biologically inspired
- mixed signal
- dynamic analysis
- digital circuits
- activation function
- neural models
- dynamic environments
- dynamic constraints
- neuron model
- delta sigma
- input pattern
- learning rules
- fault diagnosis
- high speed
- fuzzy logic
- input patterns
- multivariate time series
- chaotic time series
- rbf network
- non stationary
- genetic algorithm