Analog Iterative Machine (AIM): using light to solve quadratic optimization problems with mixed variables.
Kirill P. KalininGeorge Mourgias-AlexandrisHitesh BallaniNatalia G. BerloffJames H. CleggDaniel CletheroeChristos GkantsidisIstván HallerVassily LyutsarevFrancesca ParmigianiLucinda PickupAntony I. T. RowstronPublished in: CoRR (2023)
Keyphrases
- quadratic optimization problems
- neural network
- variable selection
- artificial intelligence
- image sequences
- artificial neural networks
- database
- random variables
- graphical models
- digital computer
- analog vlsi
- analog circuits
- equality constraints
- iterative methods
- input variables
- mathematical programming
- low cost
- lower bound
- search algorithm
- objective function
- image processing
- data sets