neural decoding

Wills Aligner: Multi-Subject Collaborative Brain Visual Decoding AAAI 2025 BrainBits: How Much of the Brain are Generative Reconstruction Methods Using? NeurIPS 2024 Brain decoding: toward real-time reconstruction of visual perception ICLR 2024 Controllable Mind Visual Diffusion Model AAAI 2024 DREAM: Visual Decoding From Reversing Human Visual System WACV 2024 EEG2Video: Towards Decoding Dynamic Visual Perception from EEG Signals NeurIPS 2024 Exploring the trade-off between deep-learning and explainable models for brain-machine interfaces NeurIPS 2024 Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark NeurIPS 2024 MapGuide: A Simple yet Effective Method to Reconstruct Continuous Language from Brain Activities NAACL 2024 Mind Artist: Creating Artistic Snapshots with Human Thought CVPR 2024 MindBridge: A Cross-Subject Brain Decoding Framework CVPR 2024 MonkeySee: Space-time-resolved reconstructions of natural images from macaque multi-unit activity NeurIPS 2024 Neural decoding from stereotactic EEG: accounting for electrode variability across subjects NeurIPS 2024 Psychometry: An Omnifit Model for Image Reconstruction from Human Brain Activity CVPR 2024 SFOD: Spiking Fusion Object Detector CVPR 2024 Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution NeurIPS 2024 A Unified, Scalable Framework for Neural Population Decoding NeurIPS 2023 BrainBERT: Self-supervised representation learning for intracranial recordings ICLR 2023 Bypassing spike sorting: Density-based decoding using spike localization from dense multielectrode probes NeurIPS 2023 Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities NeurIPS 2023 Extraction and Recovery of Spatio-Temporal Structure in Latent Dynamics Alignment with Diffusion Models NeurIPS 2023 Fine-tuned vs. Prompt-tuned Supervised Representations: Which Better Account for Brain Language Representations? IJCAI 2023 Generative Decoding of Visual Stimuli ICML 2023 High-Resolution Image Reconstruction With Latent Diffusion Models From Human Brain Activity CVPR 2023 Plug-and-Play Stability for Intracortical Brain-Computer Interfaces: A One-Year Demonstration of Seamless Brain-to-Text Communication NeurIPS 2023