Henry D. I. Abarbanel
- Dynamical principles in neuroscience
2006/11/14 by M. I. Rabinovich, Pablo Varona, Allen I. Selverston +1 · 1 voice · 50 citations
Neuroscience · Computer Science · #Neural dynamics and brain function #Neural Networks and Applications #Neural Networks and Reservoir Computing
- Determining embedding dimension for phase-space reconstruction using a geometrical construction
1992/03/01 by Matthew B. Kennel, Reggie Brown, Henry D. I. Abarbanel · 46 citations
Computer Science · Economics, Econometrics and Finance · Physics and Astronomy · #Chaos control and synchronization #Complex Systems and Time Series Analysis #Nonlinear Dynamics and Pattern Formation
- A Systematic Exploration of Reservoir Computing for Forecasting Complex Spatiotemporal Dynamics
2022/01/21 by Jason A. Platt, Platt, Jason A., Stephen G. Penny +7 · 13 citations
Earth and Planetary Sciences · Environmental Science · Computer Science · #Meteorological Phenomena and Simulations #Hydrological Forecasting Using AI #Neural Networks and Reservoir Computing
- Constraining Chaos: Enforcing dynamical invariants in the training of recurrent neural networks
2023/04/24 by Jason A. Platt, Platt, Jason A., Stephen G. Penny +7 · 2 citations
Computer Science · #Neural Networks and Applications #Neural Networks and Reservoir Computing #Computational Physics and Python Applications