Reconstructing Rapid Natural Vision with fMRI-Conditional Video Generative Adversarial Network.
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DOI: 10.1093/cercor/bhab498
Abstract: Recent functional magnetic resonance imaging (fMRI) studies have made significant progress in reconstructing perceived visual content, which advanced our understanding of the visual mechanism. However, reconstructing dynamic natural vision remains a challenge because of the… read more here.
Keywords: natural vision; video generative; generative adversarial; video ... See more keywords
Neural Encoding and Decoding with Deep Learning for Dynamic Natural Vision
Sign Up to like & getrecommendations! Published in 2018 at "Cerebral Cortex"
DOI: 10.1093/cercor/bhx268
Abstract: Convolutional neural network (CNN) driven by image recognition has been shown to be able to explain cortical responses to static pictures at ventral-stream areas. Here, we further showed that such CNN could reliably predict and… read more here.
Keywords: encoding decoding; decoding deep; deep learning; natural vision ... See more keywords