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 | 295 | 2018 |
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 | 160 | 2019 |
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 | 93 | 2020 |
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 | 91 | 2018 |
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 | 65 | 2018 |
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 | 49 | 2018 |
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 | 46 | 2017 |
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 | 44 | 2018 |
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 | 41 | 2021 |
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 | 19 | 2021 |
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 | 14 | 2021 |
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 | 5 | 2022 |
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, 2024 | 1 | 2024 |
On the meeting time for two random walks on a regular graph Y Zhang, Z Tan, B Krishnamachari arXiv preprint arXiv:1408.2005, 2014 | 1 | 2014 |