differential equations 5 computational neuroscience 4 brain-inspired computation 4 brain modeling 3 brain dynamics programming 3 brain-dynamics-modeling 3 brain-inspired-computing 3 brain-simulations 3 brainpy 3 spiking-neural-networks 3 python 3 ODE 2 dynamical-systems 2 system identification 2 stochastic dynamics 1 probabilistic inference 1 bioinformatics 1 complex systems 1 model uncertainty 1 DMD 1 filtering 1 dynamics 1 Bayesian inference 1 FDE 1 DDE 1 causality 1 monte carlo 1 inverse problems 1 system-identification 1 reduced-order-models 1 online-optimization 1 online-learning 1 model-reduction 1 model-learning 1 inverse-problems 1 data-driven-model 1 control-theory 1 applied-mathematics 1 ai4science 1 ai 1 online model learning 1 control theory 1 reduced-order-modeling 1 data-driven modeling 1 AI for Science 1 machine-learning 1 bifurcation analysis 1 modeling 1 SDE 1 numerical analysis 1 symmetry-analysis 1 symmetries 1 symmetric-robots 1 robotics 1 representation-theory 1 representation-learning 1 morphological-symmetries 1 legged-robotics 1 invariant-learning 1 group-theory 1 equivariant-neural-networks 1 equivariant-control 1 symmetry 1 robot symmetries 1 morphological symmetry 1 locomotion 1 fractional differential equations 1 delay differential equations 1 stochastic differential equations 1 ordinary differential equations 1 numerical integration 1 brain dynamics modeling 1 brainpy largescale 1 simulation 1 port-hamiltonian-systems 1 multiphysics 1 latex 1 code-generation 1 c-plus-plus 1 Latex 1 C++ 1 port-hamiltonian systems 1 passive systems 1