Self-supervised Natural Image Reconstruction and Large-scale Semantic Classification from Brain Activity.

Autor: Gaziv G; Dept. of Computer Science and Applied Math, Weizmann Institute of Science, Rehovot, Israel. Electronic address: guy.gaziv@weizmann.ac.il., Beliy R; Dept. of Computer Science and Applied Math, Weizmann Institute of Science, Rehovot, Israel., Granot N; Dept. of Computer Science and Applied Math, Weizmann Institute of Science, Rehovot, Israel., Hoogi A; Dept. of Computer Science and Applied Math, Weizmann Institute of Science, Rehovot, Israel., Strappini F; Dept. of Neurobiology, Weizmann Institute of Science, Rehovot, Israel., Golan T; Zuckerman Institute, Columbia University, New York, NY USA., Irani M; Dept. of Computer Science and Applied Math, Weizmann Institute of Science, Rehovot, Israel. Electronic address: michal.irani@weizmann.ac.il.

Publikováno v: NeuroImage [Neuroimage] 2022 Jul 01; Vol. 254, pp. 119121. Date of Electronic Publication: 2022 Mar 24.

Brain2GAN: Feature-disentangled neural encoding and decoding of visual perception in the primate brain.

Autor: Dado, Thirza¹ (AUTHOR) thirza.dado@donders.ru.nl, Papale, Paolo² (AUTHOR), Lozano, Antonio² (AUTHOR), Le, Lynn¹ (AUTHOR), Wang, Feng² (AUTHOR), van Gerven, Marcel¹ (AUTHOR), Roelfsema, Pieter^2,3,4,5 (AUTHOR), Güçlütürk, Yağmur¹ (AUTHOR), Güçlü, Umut¹ (AUTHOR) thirza.dado@donders.ru.nl

Publikováno v: PLoS Computational Biology. 5/6/2024, Vol. 20 Issue 5, p1-27. 27p.

Natural scene reconstruction from fMRI signals using generative latent diffusion.

Autor: Ozcelik, Furkan^1,2 (AUTHOR) ozcelikfu@gmail.com, VanRullen, Rufin^1,2,3 (AUTHOR)

Publikováno v: Scientific Reports. 11/20/2023, Vol. 13 Issue 1, p1-15. 15p.

Zero-Shot Neural Decoding with Semi-Supervised Multi-View Embedding.

Autor: Akamatsu, Yusuke¹ (AUTHOR), Maeda, Keisuke² (AUTHOR), Ogawa, Takahiro² (AUTHOR), Haseyama, Miki² (AUTHOR) mhaseyama@lmd.ist.hokudai.ac.jp

Publikováno v: Sensors (14248220). Aug2023, Vol. 23 Issue 15, p6903. 19p.

Image Semantic Recognition and Segmentation Algorithm of Colorimetric Sensor Array Based on Deep Convolutional Neural Network.

Autor: Tang, Jingjing¹ (AUTHOR), Wang, Li¹ (AUTHOR), Huang, Jing² (AUTHOR), Shi, Aiye¹ (AUTHOR), Xu, Lizhong¹ (AUTHOR)

Publikováno v: Computational Intelligence & Neuroscience. 9/30/2022, p1-16. 16p.