Hardware-Algorithm Co-Design of a Compressed Fuzzy Active Learning Method.
Ehsan JokarSajad Haghzad KlidbaryHadis AbolfathiSaeed Bagheri ShourakiRamtin ZandArash AhmadiPublished in: IEEE Trans. Circuits Syst. (2020)
Keyphrases
- improved algorithm
- high accuracy
- detection method
- computationally efficient
- dynamic programming
- detection algorithm
- experimental evaluation
- cost function
- optimization algorithm
- computational complexity
- segmentation algorithm
- computational cost
- matching algorithm
- classification algorithm
- preprocessing
- recognition algorithm
- active learning
- significant improvement
- estimation algorithm
- objective function
- selection algorithm
- classification method
- synthetic and real images
- query by committee
- input data
- probabilistic model
- segmentation method
- tree structure
- energy function
- support vector machine svm
- similarity measure
- clustering method
- learning algorithm
- theoretical analysis
- k means
- optimization method
- convergence rate
- pairwise
- hardware implementation
- fuzzy logic
- random sampling
- particle swarm optimization
- fuzzy membership functions
- fuzzy partition
- fuzzy art
- genetic algorithm
- learning process
- optimal solution
- fuzzy sets
- decision trees