Stochastic rounding and reduced-precision fixed-point arithmetic for solving neural ODEs.
Michael HopkinsMantas MikaitisDave R. LesterSteve B. FurberPublished in: CoRR (2019)
Keyphrases
- fixed point
- floating point
- sufficient conditions
- belief propagation
- neural network
- linear programming
- dynamical systems
- network architecture
- bargaining solution
- ordinary differential equations
- approximation algorithms
- three dimensional
- constraint databases
- policy iteration
- graphical models
- monte carlo
- variational inequalities
- higher order
- relational databases
- high quality
- fixed point theorem