A 1024-Neuron 1M-Synapse Event-Driven SNN Accelerator for DVS Applications.
Xi ChengShu CaoShangmei WangXiaoyang ZengWenhong LiMingyu WangPublished in: ISCAS (2024)
Keyphrases
- event driven
- synaptic weights
- nearest neighbor
- neural network
- publish subscribe
- parallel implementation
- information delivery
- learning rules
- scheduling algorithm
- energy consumption
- neural network model
- training algorithm
- artificial neural networks
- real time
- compute intensive
- biologically plausible
- spiking neurons
- event streams
- neuron model
- peer to peer
- knn
- field programmable gate array
- input patterns
- activation function