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 GarciaAmir ManbachiPublished in: ICASSP (2024)
Keyphrases
- visual cortex
- natural images
- brain computer interface
- event related
- artificial neural networks
- brain activity
- visuo motor
- visual stimuli
- receptive fields
- feed forward
- higher order
- multiscale
- denoising
- input image
- signal processing
- back propagation
- object recognition
- primary visual cortex
- human vision
- neural network
- human brain
- eeg signals
- neural nets
- data analysis
- genetic algorithm
- cognitive states
- human subjects
- neural network model
- wavelet transform
- recurrent neural networks
- functional magnetic resonance imaging
- hidden layer
- image processing
- machine learning