Allen Hart

1. Learning strange attractors with reservoir systems
   2023/07/27 by Lyudmila Grigoryeva, Allen Hart, Juan-Pablo Ortega +1 · 6 citations
   Computer Science · Neuroscience · #Neural Networks and Reservoir Computing #Neural dynamics and brain function #Nonlinear Dynamics and Pattern Formation
2. Echo State Networks trained by Tikhonov least squares are L2(μ) approximators of ergodic dynamical systems
   2020/05/31 by Allen Hart, Allen G. Hart, James Hook +3 · 3 citations
   Computer Science · Neuroscience · Physics and Astronomy · #Model Reduction and Neural Networks #Neural Networks and Reservoir Computing #Neural dynamics and brain function
3. Generalised Synchronisations, Embeddings, and Approximations for Continuous Time Reservoir Computers
   2022/11/17 by Allen Hart, Hart, Allen G · 2 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Dynamical Systems (math.DS) #FOS: Mathematics #Neural Networks and Reservoir Computing #Nonlinear Dynamics and Pattern Formation