4 citations · 4 across the 3 of their papers we have counts for
3 papers
eess.SY2024
Optimal Control Operator Perspective and a Neural Adaptive Spectral Method
Mingquan Feng, Zhijie Chen, Yixin Huang +2
Optimal control problems (OCPs) involve finding a control function for a dynamical system such that a cost functional is optimized. It is central to physical systems in both academ…
cs.LG2022★ 4 cited
Learning Neural Hamiltonian Dynamics: A Methodological Overview
Zhijie Chen, Mingquan Feng, Junchi Yan +1
The past few years have witnessed an increased interest in learning Hamiltonian dynamics in deep learning frameworks. As an inductive bias based on physical laws, Hamiltonian dynam…
q-bio.NC2019
Decoding Spiking Mechanism with Dynamic Learning on Neuron Population
Zhijie Chen, Junchi Yan, Longyuan Li +1
A main concern in cognitive neuroscience is to decode the overt neural spike train observations and infer latent representations under neural circuits. However, traditional methods…