Welcome to Jyun-you Liou’s Lab. Our research focuses on exploring neural traces under various anesthetics.

Sample Neuroscience Related Publications

  • Ryu J, Qiang Y, Chen L, Li G, Han X, Woon E, Bai T, Qi Y, Zhang S, Liou JY, Seo KJ, Feng B, Fang H. Multifunctional Nanomesh Enables Cellular-Resolution, Elastic Neuroelectronics. Adv Mater. 2024:e2403141. Epub 20240716. doi: 10.1002/adma.202403141. PubMed PMID: 39011796.
  • Smith EH, Liou JY, Merricks EM, Davis T, Thomson K, Greger B, House P, Emerson RG, Goodman R, McKhann GM, Sheth S, Schevon C, Rolston JD. Human interictal epileptiform discharges are bidirectional traveling waves echoing ictal discharges. Elife. 2022;11. Epub 2022/01/21. doi: 10.7554/eLife.73541. PubMed PMID: 35050851; PMCID: PMC8813051.
  • Ming Q, Liou JY, Yang F, Li J, Chu C, Zhou Q, Wu D, Xu S, Luo P, Liang J, Li D, Pryor KO, Lin W, Schwartz TH, Ma H. Isoflurane-Induced Burst Suppression Is a Thalamus-Modulated, Focal-Onset Rhythm With Persistent Local Asynchrony and Variable Propagation Patterns in Rats. Frontiers in systems neuroscience. 2020;14:599781. Epub 2021/01/30. doi: 10.3389/fnsys.2020.599781. PubMed PMID: 33510621; PMCID: PMC7835516. (*Co-first author)
  • Liou JY, Smith EH, Bateman LM, Bruce SL, McKhann GM, Goodman RR, Emerson RG, Schevon CA, Abbott LF. A model for focal seizure onset, propagation, evolution, and progression. Elife. 2020;9. Epub 2020/03/24. doi: 10.7554/eLife.50927. PubMed PMID: 32202494. (Corresponding author)
  • Liou JY, Baird-Daniel E, Zhao M, Daniel A, Schevon CA, Ma H, Schwartz TH. Burst suppression uncovers rapid widespread alterations in network excitability caused by an acute seizure focus. Brain : a journal of neurology. 2019;142(10):3045-58. Epub 2019/08/23. doi: 10.1093/brain/awz246. PubMed PMID: 31436790.
  • Liou JY, Ma H, Wenzel M, Zhao M, Baird-Daniel E, Smith EH, Daniel A, Emerson R, Yuste R, Schwartz TH, Schevon CA. Role of inhibitory control in modulating focal seizure spread. Brain : a journal of neurology. 2018;141(7):2083-97. Epub 2018/05/15. doi: 10.1093/brain/awy116. PubMed PMID: 29757347; PMCID: PMC6022627.
  • Liou JY, Smith EH, Bateman LM, McKhann GM, Goodman RR, Greger B, Davis TS, Kellis SS, House PA, Schevon CA. Multivariate regression methods for estimating velocity of ictal discharges from human microelectrode recordings. Journal of neural engineering. 2017;14(4):044001. Epub 2017/03/24. doi: 10.1088/1741-2552/aa68a6. PubMed PMID: 28332484; PMCID: PMC5728389.
  • Smith EH, Liou JY, Davis TS, Merricks EM, Kellis SS, Weiss SA, Greger B, House PA, McKhann Ii GM, Goodman RR, Emerson RG, Bateman LM, Trevelyan AJ, Schevon CA. The ictal wavefront is the spatiotemporal source of discharges during spontaneous human seizures. Nature communications. 2016;7:11098. doi: 10.1038/ncomms11098. PubMed PMID: 27020798; PMCID: PMC4820627.

(Corresponding Author *)

  • Q. Zhou, M. Zuley, Y. Guo, L. Yang, B. Nair, A. Vargo, S. Ghannam, D. Arefan, and S. Wu*, “A machine and human reader study on AI diagnosis model safety under attacks of adversarial images,” Nature Communications, vol. 12, no. 1, pp. 7281-7292, 2021/12/14 2021, doi: 10.1038/s41467-021-27577-x.
  • Q. Zhou, C. Zhou, Z. Yang, Y. Xu, and Q. Guan*, “Non-binary IoU and progressive coupling and refining network for salient object detection,” Expert Systems with Applications, p. 120370, 2023.
  • Q. Zhou, B. Li, P. Tao, Z. Xu, C. Zhou, Y. Wu, and H. Hu*, “Residual-recursive autoencoder for accelerated evolution in savonius wind turbines optimization,” Neurocomputing, vol. 500, pp. 909-920, 2022/08/21/ 2022, doi: https://doi.org/10.1016/j.neucom.2022.04.103.
  • Q. Zhou, Y. Liu, H. Hu, Q. Guan, Y. Guo, and F. Zhang*, “Unsupervised Multimodal MR Images Synthesizer Using Knowledge From Higher Dimension,” in 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2021: IEEE, pp. 1633-1636.
  • Q. Zhou, Y. Chen, B. Li, X. Li, C. Zhou, J. Huang, and H. Hu*, “Training Deep Neural Networks for Wireless Sensor Networks Using Loosely and Weakly Labeled Images,” Neurocomputing, vol. 472, no. 2021, pp. 1-11, 2021.
  • Q. Zhou, G. Yuan, L. Yang, G. Nebbia, S. Wu*, “Are Your AI Diagnoisi Models Safe Under Attack of Manipulated Images?”, Radiological Society of North America 2019 Scientific Assembly and Annual Meeting (RSNA2019, Oral), December 1 - December 6, 2019, Chicago IL. archive.rsna.org/2019/19017802.html Accessed January 2, 2020.
  • Q. Zhou*, Z. Xu, S. Cheng, Y. Huang, and J. Xiao, “Innovative Savonius rotors evolved by genetic algorithm based on 2D-DCT encoding,” SOFT COMPUTING, journal article vol. 22, no. 23, p. 10, May 05 2018.
  • Q. Zhou*, B. Li, H. Liu, S. Chen, and J. Huang, “Microphone-Based Vibration Sensor for UGS Applications”, IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, vol. 64, no. 8, pp. 6565-6572, 0314 2017. http://blog.csdn.net/huntstart/article/details/56509635.
  • Q. Zhou*, B. Li, Z. Kuang, D. Xie, G. Tong, L. Hu and X. Yuan, “A quarter-car vehicle model based feature for wheeled and tracked vehicles classification”, JOURNAL OF SOUND AND VIBRATION, VOL. 332, ISSUE 26, pp. 7279-7289, DECEMBER 2013.
  • Q. Zhou*, G. Tong, D. Xie, B. Li and X. Yuan, “A Seismic-Based Feature Extraction Algorithm for Robust Ground Target Classification”, IEEE SIGNAL PROCESSING LETTERS, VOL. 19, NO. 10, pp. 639-642, OCTOBER 2012.
  • Q. Zhou*, G. Tong, B. Li and X. Yuan, “A Practicable Method for Ferromagnetic Object Moving Direction Identification”, IEEE TRANSACTIONS ON MAGNETICS, VOL. 48, NO. 8, pp. 2340-2345, AUGUST 2012.
  • H. Hu, A. Liu, Q. Guan, H. QIan, X. Li, S. Chen, and Q. Zhou*, “Adaptively Customizing Activation Functions for Various Layers,” IEEE Transactions on Neural Networks and Learning Systems, vol. Online, no. Online, pp. 1-12, 2022, doi: 10.1109/TNNLS.2021.3133263.
  • H. Hu, L. Shen, Q. Guan, X. Li, Q. Zhou, and S. Ruan, “Deep co-supervision and attention fusion strategy for automatic COVID-19 lung infection segmentation on CT images,” Pattern Recognition, vol. 124, p. 108452, 2022/04/01/ 2022, doi: https://doi.org/10.1016/j.patcog.2021.108452.
  • H. Hu, C. Luo, Q. Guan, X. Li, S. Chen, and Q. Zhou*, “A fast online multivariable identification method for greenhouse environment control problems,” NEUROCOMPUTING, vol. 312, pp. 63-73, 2018.
  • K. Hu, L. Zhao, S. Feng, S. Zhang, Q. Zhou*, X. Gao, and Y. Guo, “Colorectal polyp region extraction using saliency detection network with neutrosophic enhancement,” Computers in Biology and Medicine, p. 105760, 2022/06/23/ 2022, doi: https://doi.org/10.1016/j.compbiomed.2022.105760.
  • Q. Guan, Y. Chen, Z. Wei, A. A. Heidari, H. Hu, X.-H. Yang, J. Zheng, Q. Zhou, H. Chen, and F. Chen*, “Medical image augmentation for lesion detection using a texture-constrained multichannel progressive GAN,” Computers in Biology and Medicine, vol. 145, p. 105444, 2022.
  1. Neuroscience: https://scholar.google.com/citations?hl=zh-CN&user=X0l0I5sAAAAJ
  2. Computer Science: https://scholar.google.com/citations?user=j8kXnlMAAAAJ&hl=zh-CN