AstroByte: Multi-FPGA Architecture for Accelerated Simulations of Spiking Astrocyte Neural Networks.
Shvan KarimJim HarkinLiam McDaidBryan GardinerJunxiu LiuPublished in: DATE (2020)
Keyphrases
- neural network
- feed forward
- hardware architecture
- network architecture
- hardware design
- hardware implementation
- hardware architectures
- multi layer
- software implementation
- parallel architecture
- pattern recognition
- learning rules
- simulation environment
- fpga implementation
- spiking neural networks
- real time
- associative memory
- fpga technology
- management system
- self organizing maps
- real time image processing
- pipelined architecture
- high speed
- bio inspired
- learning capabilities
- low cost
- activation function
- artificial neural networks
- neural models
- event driven
- hebbian learning
- hodgkin huxley
- general purpose processors
- genetic algorithm
- xilinx virtex
- fpga device
- dedicated hardware
- basal ganglia
- connectionist models
- biologically inspired
- software architecture
- fuzzy logic
- signal processing