Toward Hardware Spiking Neural Networks with Mixed-Signal Event-Based Learning Rules.
Pierre LewdenAdrien F. VincentCharly MeyerJean TomasSylvain SaïghiPublished in: IJCNN (2020)
Keyphrases
- learning rules
- spiking neural networks
- mixed signal
- low power
- digital circuits
- multi channel
- low cost
- biologically inspired
- neural network
- spiking neurons
- artificial neural networks
- hardware and software
- digital signal processing
- learning mechanism
- real time
- learning scheme
- learning algorithm
- analog to digital converter
- power consumption
- high speed
- embedded systems
- cmos technology
- circuit design
- genetic algorithm
- back propagation
- learning mechanisms
- pattern recognition
- transfer function