Scalable Superconductor Neuron with Ternary Synaptic Connections for Ultra-Fast SNN Hardware.
Mustafa Altay KaramuftuogluBeyza Zeynep UcpinarArash FayyaziSasan RazmkhahMehdi KamalMassoud PedramPublished in: CoRR (2024)
Keyphrases
- single neuron
- neuron model
- nearest neighbor
- spiking neurons
- commodity hardware
- hardware and software
- neural network
- input patterns
- real time
- low cost
- synaptic plasticity
- spiking neural networks
- low latency
- boundary conditions
- hardware implementation
- feed forward
- training algorithm
- computing systems
- image processing
- data sets
- embedded systems
- cloud computing
- spike trains
- magnetic field
- hebbian learning
- massively parallel
- learning rules
- hardware design
- activation function
- computer systems
- peer to peer
- synaptic weights
- high dimensional