33 citations · 33 across the 1 of their papers we have counts for
2 papers
cs.LG2021★ 33 cited
Accelerating Neural ODEs Using Model Order Reduction
Mikko Lehtimäki, Lassi Paunonen, Marja-Leena Linne
Embedding nonlinear dynamical systems into artificial neural networks is a powerful new formalism for machine learning. By parameterizing ordinary differential equations (ODEs) as…
q-bio.NC2018
AMPA, NMDA and GABAA receptor mediated network burst dynamics in cortical cultures in vitro
H. Teppola, S. Okujeni, M. -L. Linne +1
In this work we study the excitatory AMPA, and NMDA, and inhibitory GABAA receptor mediated dynamical changes in neuronal networks of neonatal rat cortex in vitro. Extracellular ne…