Unidirectional brain-computer interface: Artificial neural network encoding natural images to fMRI response in the visual cortex.
Ruixing LiangXiangyu ZhangQiong LiLai WeiHexin LiuAvisha KumarKelley M. Kempski LeadinghamJoshua PunnooseLeibny Paola GarcíaAmir ManbachiPublished in: CoRR (2023)
Keyphrases
- visual cortex
- natural images
- brain computer interface
- event related
- artificial neural networks
- brain activity
- visuo motor
- visual stimuli
- receptive fields
- feed forward
- multiscale
- higher order
- primary visual cortex
- object recognition
- denoising
- signal processing
- eeg signals
- back propagation
- neural network
- input image
- human vision
- cognitive states
- saliency map
- hidden layer
- data analysis
- human subjects
- radial basis function
- machine learning