SNPU: An Energy-Efficient Spike Domain Deep-Neural-Network Processor With Two-Step Spike Encoding and Shift-and-Accumulation Unit.
Sangyeob KimSangjin KimSoyeon UmSoyeon KimJuhyoung LeeHoi-Jun YooPublished in: IEEE J. Solid State Circuits (2023)
Keyphrases
- neural network
- spiking neurons
- domain specific
- action potentials
- synaptic weights
- pattern recognition
- spike trains
- parallel processing
- domain independent
- sensor networks
- fuzzy logic
- artificial neural networks
- back propagation
- end to end
- neural network model
- post processing
- hidden layer
- domain adaptation
- biologically plausible
- high speed
- neural network is trained