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Generic decoding of seen and imagined objects using hierarchical

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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