Solving a steady-state PDE using spiking networks and neuromorphic hardware.
J. Darby SmithWilliam SeveraAaron J. HillLeah ReederBrian FrankeRichard B. LehoucqOjas D. ParekhJames B. AimonePublished in: CoRR (2020)
Keyphrases
- steady state
- markov chain
- product form
- operating conditions
- queueing networks
- heat equation
- low cost
- explicit expressions
- genetic regulatory networks
- state dependent
- queue length
- steady states
- spiking neurons
- spiking neural networks
- queueing model
- partial differential equations
- service times
- bio inspired
- fluid model
- arrival rate
- anisotropic diffusion
- scale spaces
- spike trains
- biological networks
- single server queue
- network model