Följ
Yizhen Zhang
Yizhen Zhang
Postdoctoral Scholar, UC San Francisco
Verifierad e-postadress på ucsf.edu - Startsida
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Neural encoding and decoding with deep learning for dynamic natural vision
H Wen, J Shi, Y Zhang, KH Lu, J Cao, Z Liu
Cerebral cortex 28 (12), 4136-4160, 2018
3562018
Variational autoencoder: An unsupervised model for encoding and decoding fMRI activity in visual cortex
K Han, H Wen, J Shi, KH Lu, Y Zhang, D Fu, Z Liu
NeuroImage 198, 125-136, 2019
1942019
Connecting concepts in the brain by mapping cortical representations of semantic relations
Y Zhang, K Han, R Worth, Z Liu
Nature communications 11 (1), 1877, 2020
1122020
Deep predictive coding network for object recognition
H Wen, K Han, J Shi, Y Zhang, E Culurciello, Z Liu
International conference on machine learning, 5266-5275, 2018
1022018
Deep predictive coding network with local recurrent processing for object recognition
K Han, H Wen, Y Zhang, D Fu, E Culurciello, Z Liu
Advances in neural information processing systems 31, 2018
752018
Representation learning of resting state fMRI with variational autoencoder
JH Kim, Y Zhang, K Han, Z Wen, M Choi, Z Liu
NeuroImage 241, 118423, 2021
592021
Task‐evoked functional connectivity does not explain functional connectivity differences between rest and task conditions
LK Lynch, KH Lu, H Wen, Y Zhang, AJ Saykin, Z Liu
Human brain mapping 39 (12), 4939-4948, 2018
512018
Musical imagery involves Wernicke’s area in bilateral and anti-correlated network interactions in musicians
Y Zhang, G Chen, H Wen, KH Lu, Z Liu
Scientific reports 7 (1), 17066, 2017
492017
Deep recurrent neural network reveals a hierarchy of process memory during dynamic natural vision
J Shi, H Wen, Y Zhang, K Han, Z Liu
Human brain mapping 39 (5), 2269-2282, 2018
472018
Naturalistic stimuli: A paradigm for multiscale functional characterization of the human brain
Y Zhang, JH Kim, D Brang, Z Liu
Current opinion in biomedical engineering 19, 100298, 2021
272021
Explainable semantic space by grounding language to vision with cross-modal contrastive learning
Y Zhang, M Choi, K Han, Z Liu
Advances in Neural Information Processing Systems 34, 18513-18526, 2021
162021
A dual-stream neural network explains the functional segregation of dorsal and ventral visual pathways in human brains
M Choi, K Han, X Wang, Y Zhang, Z Liu
Advances in Neural Information Processing Systems 36, 50408-50428, 2023
62023
Human eyes inspired recurrent neural networks are more robust against adversarial noises
M Choi, Y Zhang, K Han, X Wang, Z Liu
arXiv preprint arXiv:2206.07282, 2022
62022
On the meeting time for two random walks on a regular graph
Y Zhang, Z Tan, B Krishnamachari
arXiv preprint arXiv:1408.2005, 2014
22014
Computational Architecture of Speech Comprehension in the Human Brain
L Gwilliams, I Bhaya-Grossman, Y Zhang, T Scott, S Harper, D Levy
Annual Review of Linguistics 11, 2025
2025
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Artiklar 1–15