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Safety_Critical_Machine_Learning |
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One of the first (2003) applications of Generative AI for industry
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TyreGen™ was one of the first
applications of Generative Artificial Intelligence applied to industry.
TyreGen™ is a software tool capable of analyzing thousands of tyre treads and
generating a new pattern with the required characteristics. TyreGen™ was
built with a Multilayer Perceptron with twelve hidden layers, 50 inputs and
2000 outputs. Approximately 1000 tire designs associated with specific road
characteristics were used as training set. The training process ran for
several months on an Intel Xeon processor with 4 DSP coprocessors on PCI cards.
TyreGen™ has been developed as part of a research project in a large Japanese
tire manufacturing company. |
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DATABASE |
MULTILAYER
PERCEPTRON |
THREAD DESIGN |
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General Synaptics Aerospace_and_Defence_Machine_Learning_Company VAT NUMBER:_IT02670700992 REA NUMBER: GE-503104 Email:_luca.marchese@synaptics.org |
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Copyright© 2026 General Synaptics |
