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: ICONS (2020)
Keyphrases
- steady state
- markov chain
- steady states
- product form
- partial differential equations
- operating conditions
- genetic regulatory networks
- queue length
- explicit expressions
- heat equation
- state dependent
- spiking neurons
- bio inspired
- spiking neural networks
- feed forward
- queueing networks
- arrival rate
- low cost
- level set
- image processing
- high bandwidth
- neural network
- image denoising
- variance estimator
- complex networks