EFFICIENT ARTIFICIAL INTELLIGENCE-BASED BASE CALLING OF INDEX SEQUENCES

EFFICIENT ARTIFICIAL INTELLIGENCE-BASED BASE CALLING OF INDEX SEQUENCES

Techniques for improving artificial intelligence-based base calling are disclosed. The improved techniques can be used to better train artificial intelligence for base calling by reordering of sequencing images, and training of a neural network-based base caller where the temporal logic is effective...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: DUTTA, Anindita, VESSERE, Gery
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS
PHYSICS
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Beschreibung
Zusammenfassung:Techniques for improving artificial intelligence-based base calling are disclosed. The improved techniques can be used to better train artificial intelligence for base calling by reordering of sequencing images, and training of a neural network-based base caller where the temporal logic is effectively "frozen" (or bypassed). In addition, the improved techniques include various combinations, including, for example, combining "normalization" of sequencing images with reordering of sequencing images and/or with effectively "freezing" the temporal logic.