Ghislain St-Yves

1. A massive 7T fMRI dataset to bridge cognitive neuroscience and artificial intelligence
   2021/12/16 by Emily J. Allen, Emily Allen, Ghislain St-Yves +14 · 1 voice · 87 citations
   Neuroscience · #Face Recognition and Perception #Functional Brain Connectivity Studies #Neural dynamics and brain function
2. NSD-Imagery: A benchmark dataset for extending fMRI vision decoding methods to mental imagery
   2025/06/07 by Reese Kneeland, Kneeland, Reese, Paul S. Scotti +9 · 2 voices · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Face Recognition and Perception #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC) #Visual Attention and Saliency Detection #cs.CV #cs.LG #eess.IV #electronic engineering #information engineering #q-bio.NC
3. Brain-optimized inference improves reconstructions of fMRI brain activity
   2023/12/12 by Reese Kneeland, Jordyn Ojeda, Kneeland, Reese +5 · 4 citations
   Medicine · Neuroscience · #Advanced MRI Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
4. Reconstructing seen images from human brain activity via guided stochastic search
   2023/04/30 by Reese Kneeland, Kneeland, Reese, Jordyn Ojeda +5 · 3 citations
   Computer Science · Neuroscience · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC) #electronic engineering #information engineering
5. Second Sight: Using brain-optimized encoding models to align image distributions with human brain activity
   2023/06/01 by Reese Kneeland, Jordyn Ojeda, Kneeland, Reese +5 · 3 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Image Processing Techniques #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Neurons and Cognition (q-bio.NC)