Stimulus space complexity determines the ratio of specialist and generalist neurons during pattern recognition.
Aaron MonteroRamón HuertaFrancisco B. RodríguezPublished in: J. Frankl. Inst. (2018)
Keyphrases
- space complexity
- pattern recognition
- neural network
- spike trains
- arc consistency
- worst case
- image processing
- signal processing
- space requirements
- image analysis
- standard deviation
- pattern classification
- visual cortex
- computer vision
- associative memory
- neural model
- learning rules
- spiking neurons
- feature extraction
- neuron model
- upper bound
- worst case time complexity
- pattern recognition problems
- activation function
- image representation
- machine learning