Symplectic Reservoir Representation of Legendre Dynamics
Robert Simon Fong, Gouhei Tanaka, and Kazuyuki Aihara. Symplectic reservoir representation of legendre dynamics, 2025
CV
Education
- Ph.D in Version Control Theory, GitHub University, 2018 (expected)
- M.S. in Jekyll, GitHub University, 2014
- B.S. in GitHub, GitHub University, 2012
Work experience
- Spring 2024: Academic Pages Collaborator
- Github University
- Duties includes: Updates and improvements to template
- Supervisor: The Users
- Fall 2015: Research Assistant
- Github University
- Duties included: Merging pull requests
- Supervisor: Professor Hub
- Summer 2015: Research Assistant
- Github University
- Duties included: Tagging issues
- Supervisor: Professor Git
Skills
- Skill 1
- Skill 2
- Sub-skill 2.1
- Sub-skill 2.2
- Sub-skill 2.3
- Skill 3
Publications
Structuring Multiple Simple Cycle Reservoirs with Particle Swarm Optimization
Ziqiang Li, Robert Simon Fong, Kantaro Fujiwara, Kazuyuki Aihara, and Gouhei Tanaka. Structuring Multiple Simple Cycle Reservoirs with Particle Swarm Optimization. In 2025 International Joint Conference on Neural Networks (IJCNN), pages 1–9, 2025
Linear Simple Cycle Reservoirs at the edge of stability perform Fourier decomposition of the input driving signals
Robert Simon Fong, Boyu Li, and Peter Tino. Linear simple cycle reservoirs at the edge of stability perform fourier decomposition of the input driving signals. Chaos, 35(4):043109
Universality of Real Minimal Complexity Reservoir
Robert Simon Fong, Boyu Li, and Peter Tino. Universality of Real Minimal Complexity Reservoir. In Proceedings of the AAAI Conference on Artificial Intelligence, 39(16), 16622-16629,2025
Efficient Digital Quadratic Unconstrained Binary Optimization Solvers for SAT Problems
Robert Simon Fong, Yanming Song, and Alexander Yosifov. Efficient digital quadratic unconstrained binary optimization solvers for sat problems. New Journal of Physics, 27(1):013027, Jan 2025
Predictive Modeling in the Reservoir Kernel Motif Space
Peter Tino, Robert Simon Fong, and Roberto Fabio Leonarduzzi. Predictive Modeling in the Reservoir Kernel Motif Space. In 2024 International Joint Conference on Neural Networks (IJCNN), pages 1–8, 2024
Simple Cycle Reservoirs are Universal
Boyu Li, Robert Simon Fong, and Peter Tino. Simple Cycle Reservoirs are Universal. Journal of Machine Learning Research, 25(158):1–28, 2024
Population-Based Optimization on Riemannian Manifolds
Robert Simon Fong and Peter Tino. Population-Based Optimization on Riemannian Manifolds, volume 1046 of Studies in Computational Intelligence (SCI). Springer, 2022. ISBN: 978-3-031- 04292-8 (eBook ISBN: 978-3-031-04293-5)
Extended Stochastic Derivative-free Optimization on Riemannian Manifolds
Robert Simon Fong and Peter Tino. Extended stochastic derivative-free optimization on Riemannian manifolds. In Proceedings of the Genetic and Evolutionary Computation Conference Companion, GECCO ’19, pages 257–258, New York, NY, USA, 2019. ACM
Optimizing Finite Mirrors for Advanced Gravitational Wave Detectors
David Tsang, Andrew Lundgren, Ruxandra Bondarescu, Simon Fong, and Mihai Bondarescu. Optimizing finite mirrors for advanced gravitational wave detectors. In APS April Meeting Abstracts, 2009
Talks
Simple Cycle Reservoirs: Universality and Applications
National Conference talk at 第3回バイオ数理連携会議, 日本科学未来館, Tokyo, JP
Harmonics at the Edge of Stability
National Conference talk at ICNSM2025, The University of Toyko, Tokyo, JP
Simple Cycle Reservoirs: Universality in real numbers
National Conference talk at IRCN Retreat 2025", Hilton Odawara Resort & Spa, Odawara, JP
Universality of Simple Cycle Reservoirs and Dilation Theory
Seminar talk at Dept. of Mathematics, Drexel University, Philadelphia, PA, USA
Universality of Simple Cycle Reservoirs
Invited talk at Dept. of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, CN
Predictive Modeling in the Reservoir Kernel Motif Space
Conference proceedings talk at IEEE WCCI 2024: IJCNN Special Session: Reservoir Computing: Progress in Methods, Applications, and Implementations, Yokohama, JP
Information Geometry of Variational Autoencoder
Workshop talk at Noahs Ark Lab, Huawei, Hong Kong
Short note on dualistic structure and dual connection via affine differential geometry
Workshop talk at Machine Learning reading group (University of Birmingham), Birmingham, UK
An introduction to Affine connections Part Two
Workshop talk at Machine Learning reading group (University of Birmingham), Birmingham, UK
An introduction to Affine connections Part One
Workshop talk at Machine Learning reading group (University of Birmingham), Birmingham, UK
Solving Polynomial Systems Invariant under Finite Group Actions
Workshop talk at U. Waterloo Computational Mathematics, Waterloo, CA
Teaching
Service and leadership
- Currently signed in to 43 different slack teams