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4 April 1997 Auditory neuron models for cochlea implants
Uwe Meyer-Baese, Anke Meyer-Baese, Henning Scheich
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Proceedings Volume 3077, Applications and Science of Artificial Neural Networks III; (1997) https://doi.org/10.1117/12.271520
Event: AeroSense '97, 1997, Orlando, FL, United States
Abstract
Auditory perception neurons, also called inner hair cells (IHCs), because of their physical shape, transform the mechanical movements of the basilar membrane into electrical impulses. The impulse coding of the IHC is the main information carrier in the auditory process and is the basis for improvements of cochlea implants as well as for low rate, high quality speech processing and compression. This paper compares biologically motivated models (MEDDIS, COOKE, BRACHMAN-PAYTON) with a newly developed model which is transfer function oriented. The new model has only three reservoirs and the parameters can be controlled through five small ROM tables. We compare this model with the often used MEDDIS model in terms of accuracy, system parameter flexibility, and hardware effort in an FPGA implementation.
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Uwe Meyer-Baese, Anke Meyer-Baese, and Henning Scheich "Auditory neuron models for cochlea implants", Proc. SPIE 3077, Applications and Science of Artificial Neural Networks III, (4 April 1997); https://doi.org/10.1117/12.271520
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Cited by 4 scholarly publications.
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KEYWORDS
Neurons
Field programmable gate arrays
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