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

EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals NIPS 2024

Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark NIPS 2024

MonkeySee: Space-time-resolved reconstructions of natural images from macaque multi-unit activity NIPS 2024

Exploring the trade-off between deep-learning and explainable models for brain-machine interfaces NIPS 2024

MapGuide: A Simple yet Effective Method to Reconstruct Continuous Language from Brain Activities NAACL 2024

MindBridge: A Cross-Subject Brain Decoding Framework CVPR 2024

Fine-tuned vs. Prompt-tuned Supervised Representations: Which Better Account for Brain Language Representations? IJCAI 2023

High-Resolution Image Reconstruction With Latent Diffusion Models From Human Brain Activity CVPR 2023

Generative Decoding of Visual Stimuli ICML 2023

UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human language ACL 2023

Reconstructing the Mind's Eye: fMRI-to-Image with Contrastive Learning and Diffusion Priors NIPS 2023

Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities NIPS 2023

Plug-and-Play Stability for Intracortical Brain-Computer Interfaces: A One-Year Demonstration of Seamless Brain-to-Text Communication NIPS 2023

Rethinking Visual Reconstruction: Experience-Based Content Completion Guided by Visual Cues ICML 2023

Extraction and Recovery of Spatio-Temporal Structure in Latent Dynamics Alignment with Diffusion Models NIPS 2023

Bypassing spike sorting: Density-based decoding using spike localization from dense multielectrode probes NIPS 2023

A Unified, Scalable Framework for Neural Population Decoding NIPS 2023

Mind Reader: Reconstructing complex images from brain activities NIPS 2022

Tracking Functional Changes in Nonstationary Signals with Evolutionary Ensemble Bayesian Model for Robust Neural Decoding NIPS 2022

Robust alignment of cross-session recordings of neural population activity by behaviour via unsupervised domain adaptation ICML 2022

Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding ACL 2022

Multi-view and Cross-view Brain Decoding COLING 2022

Seeing the forest and the tree: Building representations of both individual and collective dynamics with transformers NIPS 2022

Decoding Part-of-Speech from Human EEG Signals ACL 2022

Object Classification From Randomized EEG Trials CVPR 2021