[33] Romy Lorenz, Laura E. Simmons, Ricardo P. Monti, Joy L. Arthur, Severin Limal, Ilkka Laakso, Robert Leech, and Ines R. Violante. Efficiently searching through large tACS parameter spaces using closed-loop Bayesian optimization. Brain Stimulation, 12(6):1484-1489, November 2019.
[34] Zixi Zhao, Aliya Ahmadi, Caleb Hoover, Logan Grado, Nicholas Peterson, Xinran Wang, David Freeman, Thomas Murray, Andrew Lamperski, David Darrow, and Theoden I. Netoff. Optimization of Spinal Cord Stimulation Using Bayesian Preference Learning and Its Validation. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 29:1987-1997, 2021.
[35] Tristan Fauvel and Matthew Chalk. Human-in-the-loop optimization of visual prosthetic stimulation. Journal of Neural Engineering, 19(3):036038, June 2022. Publisher: IOP Publishing.
[36] Yuchen Hou, Devyani Nanduri, Jacob Granley, James D Weiland, and Michael Beyeler. Axonal stimulation affects the linear summation of single-point perception in three argus ii users. medRxiv, pages 2023-07, 2023.
[37] Scott H. Greenwald, Alan Horsager, Mark S. Humayun, Robert J. Greenberg, Matthew J. McMahon, and Ione Fine. Brightness as a Function of Current Amplitude in Human Retinal Electrical Stimulation. Investigative Ophthalmology & Visual Science, 50(11):5017, November 2009.
[38] Martin Abadi, Ashish Agarwal, Paul Barham, Eugene Brevdo, Zhifeng Chen, Craig Citro, Greg S. Corrado, Andy Davis, Jeffrey Dean, Matthieu Devin, Sanjay Ghemawat, Ian Goodfellow, Andrew Harp, Geoffrey Irving, Michael Isard, Yangqing Jia, Rafal Jozefowicz, Lukasz Kaiser, Manjunath Kudlur, Josh Levenberg, Dan Mane, Rajat Monga, Sherry Moore, Derek Murray, Chris Olah, Mike Schuster, Jonathon Shlens, Benoit Steiner, Ilya Sutskever, Kunal Talwar, Paul Tucker, Vincent Vanhoucke, Vijay Vasudevan, Fernanda Viegas, Oriol Vinyls, Pete Warden, Martin Wattenberg, Martin Wicke, Yuan Yu, and Xiaoqiang Zheng. TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems. 2016. Publisher: arXiv Version Number: 2.
[39] Diederik P. Kingma and Jimmy Ba. Adam: A Method for Stochastic Optimization. 2014. Publisher: arXiv Version Number: 9.
[40] Neil Houlsby, Ferenc Huszár, Zoubin Ghahramani, and Máté Lengyel. Bayesian Active Learning for Classification and Preference Learning, December 2011. arXiv:1112.5745 [cs, stat].
[41] Wei Chu and Zoubin Ghahramani. Preference learning with Gaussian processes. In Proceedings of the 22nd international conference on Machine learning - ICML '05, pages 137-144, Bonn, Germany, 2005. ACM Press.
[42] Tristan Fauvel and Matthew Chalk. Efficient Exploration in Binary and Preferential Bayesian Optimization, October 2021. arXiv:2110.09361 [cs, math, stat].
[43] Glenn W Brier. Verification of forecasts expressed in terms of probability. Monthly weather review, 78(1):1-3, 1950.
[44] Yijun Li, Chen Fang, Jimei Yang, Zhaowen Wang, Xin Lu, and Ming-Hsuan Yang. Universal Style Transfer via Feature Transforms. In I. Guyon, U. Von Luxburg, S. Bengio, H. Wallach, R. Fergus, S. Vishwanathan, and R. Garnett, editors, Advances in Neural Information Processing Systems, volume 30. Curran Associates, Inc., 2017.
[45] Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, and Li Fei-Fei. ImageNet: A large-scale hierarchical image database. In 2009 IEEE Conference on Computer Vision and Pattern Recognition, pages 248–255, Miami, FL, June 2009. IEEE.
[46] Nick Barnes, Adele F Scott, Paulette Lieby, Matthew A Petoe, Chris McCarthy, Ashley Stacey, Lauren N Ayton, Nicholas C Sinclair, Mohit N Shivdasani, Nigel H Lovell, Hugh J McDermott, Janine G Walker, and for the BVA Consortium. Vision function testing for a suprachoroidal retinal prosthesis: effects of image filtering. Journal of Neural Engineering, 13(3):036013, June 2016.
[47] N.M. Jansonius, J. Nevalainen, B. Selig, L.M. Zangwill, P.A. Sample, W.M. Budde, J.B. Jonas, W.A. Lagrèze, P.J. Airaksinen, R. Vonthein, L.A. Levin, J. Paetzold, and U. Schiefer. A mathematical description of nerve fiber bundle trajectories and their variability in the human retina. Vision Research, 49(17):2157-2163, August 2009.
[48] Lan Yue, Paulo Falabella, Punita Christopher, Varalakshmi Wuyyuru, Jessy Dorn, Paulo Schor, Robert J. Greenberg, James D. Weiland, and Mark S. Humayun. Ten-Year Follow-up of a Blind Patient Chronically Implanted with Epiretinal Prosthesis Argus I. Ophthalmology, 122(12):2545-2552.e1, December 2015.