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neural decoding

79 papers

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Co-occurring keywords

brain-computer interface (134) brain decoding (41) image reconstruction (663) multimodal learning (4622) fmri analysis (61) self-supervised learning (3751) fmri decoding (14) brain activity (25) functional magnetic resonance imaging (40) generative model (2889)

Papers

Across-animal odor decoding by probabilistic manifold alignment NIPS 2021
Reconstructing Perceptive Images from Brain Activity by Shape-Semantic GAN NIPS 2020
Conditional Generative Neural Decoding with Structured CNN Feature Prediction AAAI 2020
Shared Space Transfer Learning for analyzing multi-site fMRI data NIPS 2020
Deep Multi-State Dynamic Recurrent Neural Networks Operating on Wavelet Based Neural Features for Robust Brain Machine Interfaces NIPS 2019
From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI NIPS 2019
Hierarchical Optimal Transport for Multimodal Distribution Alignment NIPS 2019
Towards Sentence-Level Brain Decoding with Distributed Representations AAAI 2019
Dynamic Ensemble Modeling Approach to Nonstationary Neural Decoding in Brain-Computer Interfaces NIPS 2019
BehaveNet: nonlinear embedding and Bayesian neural decoding of behavioral videos NIPS 2019
Decoding EEG by Visual-guided Deep Neural Networks IJCAI 2019
Predicting Brain Activation with WordNet Embeddings ACL 2018
Multiscale Semi-Markov Dynamics for Intracortical Brain-Computer Interfaces NIPS 2017
Deliberation Networks: Sequence Generation Beyond One-Pass Decoding NIPS 2017
Neural Networks for Efficient Bayesian Decoding of Natural Images from Retinal Neurons NIPS 2017
Multisensory Encoding, Decoding, and Identification NIPS 2013
A multi-agent control framework for co-adaptation in brain-computer interfaces NIPS 2013
A systematic approach to extracting semantic information from functional MRI data NIPS 2012
Anatomically Constrained Decoding of Finger Flexion from Electrocorticographic Signals NIPS 2011
Information Rates and Optimal Decoding in Large Neural Populations NIPS 2011
Decoding Ipsilateral Finger Movements from ECoG Signals in Humans NIPS 2010
Neurometric function analysis of population codes NIPS 2009
Zero-shot Learning with Semantic Output Codes NIPS 2009
A general framework for investigating how far the decoding process in the brain can be simplified NIPS 2008
Interpreting the neural code with Formal Concept Analysis NIPS 2008