Optimization of quantum circuits for interaction distance in linear nearest neighbor architectures.
Alireza ShafaeiMehdi SaeediMassoud PedramPublished in: DAC (2013)
Keyphrases
- nearest neighbor
- distance function
- quantum computing
- k nearest neighbor
- triangle inequality
- knn
- human computer interaction
- quadratic programming
- optimization algorithm
- optimization problems
- optimization process
- logic circuits
- distance computation
- user interaction
- minimum distance
- linear systems
- nearest neighbor search
- shift register
- semidefinite
- digital circuits
- nearest neighbor queries
- analog vlsi
- constrained optimization
- optimization method
- information retrieval
- high dimensional data
- distance measure
- training set
- data sets
- hamming distance
- quantum inspired
- similarity measure
- stochastic gradient
- quadratic program
- high dimensional
- query point
- image retrieval
- high speed
- index structure
- linear constraints
- euclidean distance