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chemosensory reception

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A Model for Chemosensory Reception

Neural Information Processing SystemsApr-6-2023, 18:47:06 GMT

A new model for chemosensory reception is presented. The mathematical formulation of the reaction kinetics is transformed into an artificial neural network (ANN). The resulting feed-forward network provides a powerful means for parameter fitting by applying learning algorithms. The weights of the network corresponding to chemical parameters can be trained by presen(cid:173) ting experimental data. We demonstrate the simulation capabilities of the model with experimental data from honey bee chemosensory neurons.

chemosensory reception, experimental data, receptor protein

Neural Information Processing Systems

Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (1.00)

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