A Low-Power Spiking Neural Network Chip Based on a Compact LIF Neuron and Binary Exponential Charge Injector Synapse Circuits.
Malik Summair AsgharSaad ArslanHyungwon KimPublished in: Sensors (2021)
Keyphrases
- low power
- spiking neural networks
- high speed
- learning rules
- cmos technology
- mixed signal
- power dissipation
- synaptic weights
- neuron model
- biologically inspired
- low cost
- power consumption
- single chip
- spiking neurons
- vlsi circuits
- logic circuits
- neural network
- power reduction
- biologically plausible
- low power consumption
- feed forward
- low voltage
- artificial neural networks
- delay insensitive
- wide dynamic range
- cerebellar model
- image sensor
- multi channel
- digital signal processing
- lateral inhibition
- real time
- nm technology
- cmos image sensor
- learning algorithm
- digital circuits
- signal processor
- vlsi implementation
- learning scheme
- back propagation
- non binary
- training algorithm
- biological systems
- circuit design
- genetic algorithm
- motor control