10 citations · 44 across the 9 of their papers we have counts for
9 papers
Entangled gene regulatory networks with cooperative expression endow robust adaptive responses to unforeseen environmental changes
Masayo Inoue, Kunihiko Kaneko
Living organisms must respond to environmental changes. Generally, accurate and rapid responses are provided by simple, unidirectional networks that connect inputs with outputs. Be…
No one-hidden-layer neural network can represent multivariable functions
Masayo Inoue, Mana Futamura, Hirokazu Ninomiya
In a function approximation with a neural network, an input dataset is mapped to an output index by optimizing the parameters of each hidden-layer unit. For a unary function, we pr…
Cooperative reliable response from sloppy gene-expression dynamics
Masayo Inoue, Kunihiko Kaneko
Gene expression dynamics satisfying given input-output relationships were investigated by evolving the networks for an optimal response. We found three types of networks and corres…
Design of artificial genetic regulatory networks with multiple delayed adaptive responses
Pablo Kaluza, Masayo Inoue
Genetic regulatory networks with adaptive responses are widely studied in biology. Usually, models consisting only of a few nodes have been considered. They present one input recep…
Circuit architecture explains functional similarity of bacterial heat shock responses
Masayo Inoue, Namiko Mitarai, Ala Trusina
Heat shock response is a stress response to temperature changes and a consecutive increase in amounts of unfolded proteins. To restore homeostasis, cells upregulate chaperones faci…
Weber's Law in Autocatalytic Reaction Networks
Masayo Inoue, Kunihiko Kaneko
Biological responses often obey Weber's law, according to which the magnitude of the response depends only on the fold change in the external input. In this study, we demonstrate t…