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Brain decoding of the Human Connectome Project tasks in a dense individual fMRI dataset - ScienceDirect
Frontiers Category Decoding of Visual Stimuli From Human Brain Activity Using a Bidirectional Recurrent Neural Network to Simulate Bidirectional Information Flows in Human Visual Cortices
Multimodal deep neural decoding of visual object representation in humans
Multimodal deep neural decoding reveals highly resolved spatiotemporal profile of visual object representation in humans - ScienceDirect
PDF] A General Framework for Revealing Human Mind with auto-encoding GANs
How does the brain represent the semantic content of an image?
THINGS-data, a multimodal collection of large-scale datasets for investigating object representations in human brain and behavior
Self-Supervised Natural Image Reconstruction and Large-Scale Semantic Classification from Brain Activity
PDF] Seeing Beyond the Brain: Conditional Diffusion Model with Sparse Masked Modeling for Vision Decoding
PDF] Semantic scene descriptions as an objective of human vision
Sensors, Free Full-Text
Classify four imagined objects with EEG signals
Kamitani Lab, Kyoto University
PDF] Convolutional neural network-based encoding and decoding of visual object recognition in space and time
Frontiers Category Decoding of Visual Stimuli From Human Brain Activity Using a Bidirectional Recurrent Neural Network to Simulate Bidirectional Information Flows in Human Visual Cortices