3 papers
q-bio.NC2026
Dual Mechanisms for Heterogeneous Responses of Inspiratory Neurons to Noradrenergic Modulation
Sreshta Venkatakrishnan, Andrew K. Tryba, Alfredo J. Garcia +1
Respiration is an essential involuntary function necessary for survival. This poses a challenge for the control of breathing. The preBötzinger complex (preBötC) is a heterogeneou…
q-bio.MN2026
Automated Classification of Homeostasis Structure in Input-Output Networks
Xinni Lin, Fernando Antoneli, Yangyang Wang
Homeostasis is widely observed in biological systems and refers to their ability to maintain an output quantity approximately constant despite variations in external disturbances.…
cs.NE2026
Robust Parameter and State Estimation in Multiscale Neuronal Systems Using Physics-Informed Neural Networks
Changliang Wei, Yangyang Wang, Xueyu Zhu
Inferring biophysical parameters and hidden state variables from partial and noisy observations is a fundamental challenge in computational neuroscience. This problem is particular…