neural decoding

Reconstructing the Mind's Eye: fMRI-to-Image with Contrastive Learning and Diffusion Priors NeurIPS 2023 Rethinking Visual Reconstruction: Experience-Based Content Completion Guided by Visual Cues ICML 2023 UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human language ACL 2023 Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding ACL 2022 Decoding Part-of-Speech from Human EEG Signals ACL 2022 Mind Reader: Reconstructing complex images from brain activities NeurIPS 2022 Multi-view and Cross-view Brain Decoding COLING 2022 Robust alignment of cross-session recordings of neural population activity by behaviour via unsupervised domain adaptation ICML 2022 Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers NeurIPS 2022 Tracking Functional Changes in Nonstationary Signals with Evolutionary Ensemble Bayesian Model for Robust Neural Decoding NeurIPS 2022 Across-animal odor decoding by probabilistic manifold alignment NeurIPS 2021 Object Classification From Randomized EEG Trials CVPR 2021 Conditional Generative Neural Decoding with Structured CNN Feature Prediction AAAI 2020 Reconstructing Perceptive Images from Brain Activity by Shape-Semantic GAN NeurIPS 2020 Shared Space Transfer Learning for analyzing multi-site fMRI data NeurIPS 2020 BehaveNet: nonlinear embedding and Bayesian neural decoding of behavioral videos NeurIPS 2019 Decoding EEG by Visual-guided Deep Neural Networks IJCAI 2019 Deep Multi-State Dynamic Recurrent Neural Networks Operating on Wavelet Based Neural Features for Robust Brain Machine Interfaces NeurIPS 2019 Dynamic Ensemble Modeling Approach to Nonstationary Neural Decoding in Brain-Computer Interfaces NeurIPS 2019 From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI NeurIPS 2019 Hierarchical Optimal Transport for Multimodal Distribution Alignment NeurIPS 2019 Towards Sentence-Level Brain Decoding with Distributed Representations AAAI 2019 Predicting Brain Activation with WordNet Embeddings ACL 2018 Deliberation Networks: Sequence Generation Beyond One-Pass Decoding NeurIPS 2017 Multiscale Semi-Markov Dynamics for Intracortical Brain-Computer Interfaces NeurIPS 2017