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brain decoding

41 papers

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Co-occurring keywords

neural decoding (79) fmri analysis (61) brain-computer interface (135) image reconstruction (671) multimodal learning (4645) visual reconstruction (13) convolutional neural network (4226) language model (4599) fmri decoding (14) brain activity (25)

Papers

When Computational Representation Meets Neuroscience: A Survey on Brain Encoding and Decoding IJCAI 2021
Brain Decoding Using fNIRS AAAI 2021
Conditional Generative Neural Decoding with Structured CNN Feature Prediction AAAI 2020
Side Information Dependence as a Regularizer for Analyzing Human Brain Conditions across Cognitive Experiments AAAI 2020
Visual Encoding and Decoding of the Human Brain Based on Shared Features IJCAI 2020
Decoding EEG by Visual-guided Deep Neural Networks IJCAI 2019
Towards Sentence-Level Brain Decoding with Distributed Representations AAAI 2019
Modeling Affirmative and Negated Action Processing in the Brain with Lexical and Compositional Semantic Models ACL 2019
From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI NIPS 2019
Linking artificial and human neural representations of language IJCNLP 2019
Linking artificial and human neural representations of language EMNLP 2019
Reconstructing perceived faces from brain activations with deep adversarial neural decoding NIPS 2017
Exploring Functional Connectivities of the Human Brain using Multivariate Information Analysis NIPS 2009
Estimating image bases for visual image reconstruction from human brain activity NIPS 2009
A general framework for investigating how far the decoding process in the brain can be simplified NIPS 2008
Locality and low-dimensions in the prediction of natural experience from fMRI NIPS 2007