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, 1-25, 2017 | 310 | 2017 |
Separating Fractal and Oscillatory Components in the Power Spectrum of Neurophysiological Signal H Wen, Z Liu Brain Topography, 2016 | 284 | 2016 |
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 | 167 | 2019 |
Broadband Electrophysiological Dynamics Contribute to Global Resting-State fMRI Signal H Wen, Z Liu The Journal of Neuroscience 36 (22), 6030-6040, 2016 | 104 | 2016 |
Mapping white-matter functional organization at rest and during naturalistic visual perception L Marussich, KH Lu, H Wen, Z Liu Neuroimage 146, 1128-1141, 2017 | 94 | 2017 |
Deep Predictive Coding Network for Object Recognition H Wen, K Han, J Shi, Y Zhang, E Culurciello, Z Liu International Conference of Machine Learning (ICML), 2018 | 91 | 2018 |
Deep residual network predicts cortical representation and organization of visual features for rapid categorization H Wen, J Shi, W Chen, Z Liu Scientific reports 8 (1), 3752, 2018 | 85 | 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 (NeurIPS), 2018 | 70 | 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, 252759, 2018 | 51 | 2018 |
Musical Imagery Involves the Wernicke's Area in Bilateral and Anti-Correlated Network Interactions in Musicians Y Zhang, G Chen, H Wen, KH Lu, Z Liu Scientific Report, 142950, 2017 | 48 | 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, 2018 | 45 | 2018 |
Influences of high-level features, gaze, and scene transitions on the reliability of BOLD responses to natural movie stimuli KH Lu, SC Hung, H Wen, L Marussich, Z Liu PloS one 11 (8), e0161797, 2016 | 32 | 2016 |
The NVIDIA pilotnet experiments M Bojarski, C Chen, J Daw, A Değirmenci, J Deri, B Firner, B Flepp, ... arXiv preprint arXiv:2010.08776, 2020 | 31 | 2020 |
Transferring and Generalizing Deep-Learning-based Neural Encoding Models across Subjects H Wen, J Shi, W Chen, Z Liu NeuroImage, 152-163, 2018 | 31 | 2018 |
Spontaneous activity in the visual cortex is organized by visual streams KH Lu, JY Jeong, H Wen, Z Liu Human brain mapping 38 (9), 4613-4630, 2017 | 11 | 2017 |
Multi-resolution image patches for predicting autonomous navigation paths H Wen, B Firner, M Bojarski, Z Yang, U Muller US Patent App. 16/917,289, 2021 | 7 | 2021 |
Variational autoencoder: An unsupervised model for modeling and decoding fmri activity in visual cortex. bioRxiv K Han, H Wen, J Shi, KH Lu, Y Zhang, Z Liu DOI, 2017 | 3 | 2017 |
Proceedings of the 35th International Conference on Machine Learning H Wen, K Han, J Shi, Y Zhang, E Culurciello, Z Liu | 2 | 2018 |
Scene-encoding Activation and Resting-State Functional Connectivity in Older Adults with Subjective Cognitive Decline and Mild Cognitive Impairment LK Lynch, SL Risacher, BC McDonald, LG Apostolova, FW Unverzagt, ... Alzheimer's & Dementia: The Journal of the Alzheimer's Association 14 (7 …, 2018 | | 2018 |
Deep Predictive Coding Network with Local Recurrent Processing for Object Recognition. CoRR abs/1805.07526 (2018) K Han, H Wen, Y Zhang, D Fu, E Culurciello, Z Liu arXiv preprint arXiv:1805.07526, 2018 | | 2018 |