Reconstructing perceived faces from brain activations with deep adversarial neural decoding.
Yagmur GüçlütürkUmut GüçlüKatja SeeligerSander E. BoschRob van LierMarcel A. J. van GervenPublished in: NIPS (2017)
Keyphrases
- computational neuroscience
- functional connectivity
- functional magnetic resonance imaging
- biologically plausible
- activation patterns
- network architecture
- spike trains
- event related potentials
- human brain
- neural network
- basal ganglia
- brain images
- face images
- neuronal networks
- decoding algorithm
- user satisfaction
- sensory motor
- associative memory
- brain activity
- human faces
- primary visual cortex
- neural mechanisms
- multi agent
- biologically inspired
- face identification
- feed forward
- working memory
- visual cortex
- synaptic plasticity
- face recognition
- data analysis
- electrical activity
- activation detection
- brain computer interface
- feature vectors
- medical images
- decoding process
- brain imaging
- spiking neural networks
- facial features
- eeg signals