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This indicates that the principle of maximum information preservation is used in the Drosophila primary olfactory center.
Here, we investigated the presence and mechanisms of maximum information preservation in the olfactory system using a network model and physiological data of neural responses [3], [4].
It will be interesting to further investigate how maximum information preservation is implemented in the olfactory circuit in light of the basic findings obtained from this study.
In this study, we quantitatively determined whether the nonlinear firing rate transformation was optimum in terms of maximum information preservation by computing the mutual information between odorant stimuli and PN responses in our network model.
The results in these figures qualitatively match the results obtained in previous physiological experiments [3], [13], further suggesting that the principle of maximum information preservation is used in the Drosophila antennal lobe.
In the future, realistic implementation of synaptic depression and LN interactions should give us a more detailed understanding of the nature of maximum information preservation in actual biological systems.
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Research results reported in this paper address to the preservation of maximum information content in the upscaled data by reducing the impact of random noise component during upscaling process.
"They wanted maximum information".
To solve the problem, a diffusion-based information preservation (D-IP) method has been developed.
An information preservation (IP) technique is proposed to address this issue.
The information preservation (IP) method has been successfully applied to various nonequilibrium gas flows.
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