发明专利(谷歌学术)

[1] Multi-resolution image patches for predicting autonomous navigation paths.
H Wen, et al. U.S. Patent Application No. 16/917,289. patent link [PDF]

期刊和会议论文(谷歌学术)

[1] The NVIDIA PilotNet Experiments.
Mariusz B., ..., H Wen, Eric Y., Zongyi Y. arXiv preprint arXiv:2010.08776, 2020 [PDF]

[2] 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 [PDF] [Talk]

[3] 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 [PDF]

[4] 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 [PDF]

[5] 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, 2017 [PDF]

[6] Transferring and Generalizing Deep-Learning-based Neural Encoding Models across Subjects.
H Wen, J Shi, W Chen, Z Liu. NeuroImage, 152-163, 2018 [PDF]

[7] Separating Fractal and Oscillatory Components in the Power Spectrum of Neurophysiological Signal.
H Wen, Z Liu. Brain Topography, 2016 [PDF]

[8] Broadband Electrophysiological Dynamics Contribute to Global Resting-State fMRI Signal.
H Wen, Z Liu. The Journal of Neuroscience 36 (22), 6030-6040, 2016 [PDF]

[9] 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 [PDF]

[10] Variational autoencoder: An unsupervised model for modeling 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 [PDF]

[11] 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 [PDF]

[12] 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 [PDF]

[13] 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 [PDF]

[14] 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 [PDF]

[15] 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 [PDF]

[16] Scene-encoding activation and resting-state functional connectivity in older adults with subjective cognitive decline and mild cognitive impairment.
LK Lynch, ..., H Wen, Z Liu, AJ Saykin. Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2018 [PDF]

会议摘要

[1] Learning Transferable and Generalizable Neural Encoding Models for Natural Vision.
Wen H, Shi J, Wei C, Liu Z. Human Brain Mapping Conference (OHBM), 2018. Merit Abstract Award. [Talk]

[2] Decode cortical fMRI activity to reconstruct naturalistic movie via deep learning.
Wen H, Shi J, Lu K-H, Zhang Y, Marussich L, Liu Z. Human Brain Mapping Conference (OHBM), 2016. Merit Abstract Award. [Talk]

[3] Distributed and overlapping cortical networks represent visual categories.
Wen H, Shi J, Han K, Liu Z. The International Society of Magnetic Resonance for Medicine (ISMRM), 2017. [Presentation]

[5] Distributed cortical networks represent visual object categories.
Wen H, Shi J, Zhang Y, Han K, Liu Z. Human Brain Mapping Conference (OHBM), 2017. [Presentation]

[4] Intrinsic functional networks within visual cortex supports naturalistic visual perception.
Wen H, Jeong JY, Liu Z. Human Brain Mapping Conference (OHBM), 2016. Neuroscience Research Travel Award.

[6] Distinct neurophysiological correlates of global vs. local resting state fMRI networks.
Wen H, Liu Z. The International Society of Magnetic Resonance for Medicine (ISMRM), 2015. [Talk]

[7] Functional networks observed with scale-free and oscillatory cortical activity.
Wen H, Liu Z. Resting State Brain Connectivity Conference, 2014. [Presentation]

[8] Deep recurrent neural network reveals a hierarchy of temporal receptive windows in the visual cortex.
Shi J, Wen H, Zhang Y, Han K, Liu Z. Human Brain Mapping Conference (OHBM), 2017. Merit Abstract Award. [Talk]

[9] High Gamma Electrocorticography in Superior Temporal Gyrus Represents Words during Natural Speech.
Zhang Y, Kim J-H, Wen H, Liu Z. Human Brain Mapping Conference (OHBM), 2018. Merit Abstract Award. [Talk]

[10] Comparing Deep Neural Network Based Encoding Models for Predicting Movie induced Cortical Activities.
Han K, Wen H, Zhang Y, Liu Z. Human Brain Mapping Conference (OHBM), 2018.

[11] Fine-scale ICA Reveals Retinotopic Organization in the Visual Cortex under Natural Vision.
Lu K-H, Wen H, Liu Z. Human Brain Mapping Conference (OHBM), 2018.

[12] Task-Evoked FC Does Not Explain FC Differences Between Rest and Task Conditions.
Lynch LK, Lu K-H, Wen H, Zhang Y, Saykin AJ, Liu Z. Human Brain Mapping Conference (OHBM), 2018.

[13] A web-based platform for predicting brain responses based on deep neural networks.
Wang W, Han K, Wen H, Liu Z. Human Brain Mapping Conference (OHBM), 2018.

[17] Spontaneous activity patterns reveal non-retinotopic functional parcellation and organization of human visual cortex.
Lu K-H, Jeong JY, Wen H., Liu Z. The International Society of Magnetic Resonance for Medicine (ISMRM), 2017. Summa Cum Laude Award. [Talk]

[14] Development of new EEG-fMRI source imaging method for continuous task paradigm.
Kim J-H, Wen H, Zhang Y, Liu Z. Human Brain Mapping Conference (OHBM), 2017.

[15] Spontaneous activity patterns reveal non-retinotopic functional parcellation and organization of human visual cortex.
Zhang Y, Wen H, Lu K-H, Liu Z. Human Brain Mapping Conference (OHBM), 2017.

[16] Decoding cortical activity with a variational auto-encoder supports direct visual reconstruction.
Han K, Wen H, Shi J, Lu K-H, Liu Z. Human Brain Mapping Conference (OHBM), 2017.

[18] Mapping Neural Representation of Hierarchical Visual Features during Natural Movie Stimuli.
Shi J, Wen H, Lu K-H, Liu Z. Human Brain Mapping Conference (OHBM), 2016. Travel Award.

[19] Sources of reliable fMRI responses to natural movie stimuli.
Lu K-H, Wen H, Liu Z. Human Brain Mapping Conference (OHBM), 2016.

[20] Functional relevance of spatial ICA and k-means clustering.
Jeong JY, Druzbicki J, Lu K-H, Wen H, Liu Z. The International Society of Magnetic Resonance for Medicine (ISMRM), 2015.