Pinned Repositories
ARNI
Algorithm for Revealing Network Interactions (ARNI) from nonlinear collective dynamics
dynamical-learning
Dynamical learning of dynamics
dysts
More than a hundred strange attractors
kuramoto
Python implementation of the Kuramoto model
lsm-rl
Reinforcement Learning with Low-Complexity Liquid State Machines
LSNN-official
Long short-term memory Spiking Neural Networks
ndcn
Neural Dynamics on Complex Networks
neural-ode
Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations
ng-rc-paper-code
Code for the paper "Next Generation Reservoir Computing"
reservoir-computing-lyapunov-exponents
Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data. Chaos 27, 121102 (2017); https://doi.org/10.1063/1.5010300
BLZhao's Repositories
BLZhao/ARNI
Algorithm for Revealing Network Interactions (ARNI) from nonlinear collective dynamics
BLZhao/kuramoto
Python implementation of the Kuramoto model
BLZhao/ndcn
Neural Dynamics on Complex Networks
BLZhao/reservoir-computing-lyapunov-exponents
Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data. Chaos 27, 121102 (2017); https://doi.org/10.1063/1.5010300
BLZhao/dynamical-learning
Dynamical learning of dynamics
BLZhao/dysts
More than a hundred strange attractors
BLZhao/lsm-rl
Reinforcement Learning with Low-Complexity Liquid State Machines
BLZhao/LSNN-official
Long short-term memory Spiking Neural Networks
BLZhao/neural-ode
Jupyter notebook with Pytorch implementation of Neural Ordinary Differential Equations
BLZhao/ng-rc-paper-code
Code for the paper "Next Generation Reservoir Computing"
BLZhao/NTK_Learning_Curves
BLZhao/Online-SINSDy
The revised manuscript of Online Change Point Detection of Stochastic Differential Equations
BLZhao/Optimizing-higher-order-network-topology
BLZhao/parallelized-reservoir-computing
This repository contains code for parallelized prediction of spatiotemporal chaotic data using reservoir computing as described in the paper: Model-Free Prediction of Large Spatiotemporally Chaotic Systems from Data: A Reservoir Computing Approach (Physical Review Letters, 120, 024102 (2018)).
BLZhao/Parallelized_LSM_for_Unintentional_Action_Recognition
BLZhao/PCRITICAL
BLZhao/Reservoir-computing-kernels
BLZhao/torchdiffeq
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.