How does the primate brain combine generative and discriminative computations in vision?
Benjamin PetersJames J. DiCarloTodd M. GureckisRalf HaefnerLeyla IsikJoshua B. TenenbaumTalia KonkleThomas NaselarisKimberly StachenfeldZenna TavaresDoris TsaoIlker YildirimNikolaus KriegeskortePublished in: CoRR (2024)
Keyphrases
- vision system
- discriminative learning
- discriminative methods
- discriminative models
- discriminative training
- biologically plausible
- generative and discriminative models
- generative model
- conditional likelihood
- cortical areas
- bayesian network classifiers
- human brain
- real time
- unsupervised learning
- feed forward
- semi supervised
- computer vision
- discriminative classifiers
- image processing
- brain activity
- neural network
- visual processing
- visual perception
- discriminative power
- biologically motivated
- conditional random fields
- semi supervised learning
- discriminatively trained
- data analysis
- feature extraction
- cortical surface
- brain images
- robust classification
- cognitive functions
- information processing
- electrical activity