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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

On the Information Processing of One-Dimensional Wasserstein Distances with Finite Samples AAAI 2026
EVOKE: Efficient and High-Fidelity EEG-to-Video Reconstruction via Decoupling Implicit Neural Representation AAAI 2026
Multi-dimensional Neural Decoding with Orthogonal Representations for Brain-Computer Interfaces AAAI 2026
Spontaneous Yet Predictable: Shapelet-Driven, Channel-Aware Intention Decoding from Multi-Region ECoG AAAI 2026
Single-Stage fMRI-to-3D Reconstruction via Viewpoint-Aware Embedding and Hierarchical Guidance AAAI 2026
AAD-LLM: Neural Attention-Driven Auditory Scene Understanding ACL 2025
Bridging the Gap between Brain and Machine in Interpreting Visual Semantics: Towards Self-adaptive Brain-to-Text Decoding ICCV 2025
Bridging the Vision-Brain Gap with an Uncertainty-Aware Blur Prior CVPR 2025
Wills Aligner: Multi-Subject Collaborative Brain Visual Decoding AAAI 2025
CxGGEC: Construction-Guided Grammatical Error Correction ACL 2025
DeCorrNet: Enhancing Neural Decoding Performance by Eliminating Correlations in Noise AAAI 2025
NSD-Imagery: A Benchmark Dataset for Extending fMRI Vision Decoding Methods to Mental Imagery CVPR 2025
BrainLoc: Brain Signal-Based Object Detection with Multi-modal Alignment EMNLP 2025
Decoding Semantic Representations in the Brain Under Language Stimuli with Large Language Models COLING 2025
Aligning Text/Speech Representations from Multimodal Models with MEG Brain Activity During Listening EMNLP 2025
Rethinking Cross-Subject Data Splitting for Brain-to-Text Decoding EMNLP 2025
Exploring The Visual Feature Space for Multimodal Neural Decoding ICCV 2025
SFOD: Spiking Fusion Object Detector CVPR 2024
Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark NIPS 2024
EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals NIPS 2024
Psychometry: An Omnifit Model for Image Reconstruction from Human Brain Activity CVPR 2024
Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution NIPS 2024
Mind Artist: Creating Artistic Snapshots with Human Thought CVPR 2024
BrainBits: How Much of the Brain are Generative Reconstruction Methods Using? NIPS 2024
DREAM: Visual Decoding From Reversing Human Visual System WACV 2024