Fast amortized inference of neural activity from calcium imaging data with variational autoencoders A Speiser, J Yan, EW Archer, L Buesing, SC Turaga, JH Macke Advances in neural information processing systems 30, 2017 | 60 | 2017 |
Model-based Bayesian inference of neural activity and connectivity from all-optical interrogation of a neural circuit L Aitchison, L Russell, AM Packer, J Yan, P Castonguay, M Hausser, ... Advances in neural information processing systems 30, 2017 | 30 | 2017 |
NARMAX model identification using a set-theoretic evolutionary approach J Yan, JR Deller Jr Signal processing 123, 30-41, 2016 | 20 | 2016 |
Comparative single-cell transcriptomics of complete insect nervous systems BT Cocanougher, JD Wittenbach, XS Long, AB Kohn, TP Norekian, J Yan, ... BioRxiv, 785931, 2019 | 15 | 2019 |
Breast cancer detection using haralick features of images reconstructed from ultra wideband microwave scans BD Fleet, J Yan, DB Knoester, M Yao, JR Deller, ED Goodman Clinical Image-Based Procedures. Translational Research in Medical Imaging …, 2014 | 11 | 2014 |
Evolutionary identification of nonlinear parametric models with a set-theoretic fitness criterion J Yan, JR Deller, BD Fleet, ED Goodman, M Yao 2013 IEEE China Summit and International Conference on Signal and …, 2013 | 8 | 2013 |
Evolutionary model selection for identification of nonlinear parametric systems J Yan, JR Deller, M Yao, ED Goodman 2014 IEEE China Summit & International Conference on Signal and Information …, 2014 | 5 | 2014 |
Importance weighted adversarial variational autoencoders for spike inference from calcium imaging data DJ Im, S Prakhya, J Yan, S Turaga, K Branson arXiv preprint arXiv:1906.03214, 2019 | 4 | 2019 |
Modified genetic crossover and mutation operators for sparse regressor selection in NARMAX brain connectivity modeling PC Nariyoshi, JR Deller, J Yan 2017 8th International IEEE/EMBS Conference on Neural Engineering (NER), 660-663, 2017 | 3 | 2017 |
Biologically-motivated system identification: Application to microbial growth modeling J Yan, JR Deller 2014 36th Annual International Conference of the IEEE Engineering in …, 2014 | 3 | 2014 |
Set-theoretic measures as evolutionary fitness criteria in nonlinear system identification J Yan, JR Deller IFAC-PapersOnLine 48 (28), 178-183, 2015 | 1 | 2015 |
Two Studies in Nonlinear Biological System Modeling and Identification J Yan Michigan State University, 2018 | | 2018 |