GEOMETRIC ALGEBRA TRANSFORMERS

Systems and techniques are described herein for operating an apparatus having a geometric algebra transformer. A computing device can receive, at a geometric algebra transformer, multivector inputs processed from raw data associated with a three-dimensional space. The computing device can process, v...

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Bibliographische Detailangaben
Hauptverfasser:	BREHMER, Johann Hinrich, BEHRENDS, Soenke, DE HAAN, Pim, COHEN, Taco Sebastiaan
Format:	Patent
Sprache:	eng
Schlagworte:	CHAMBERS PROVIDED WITH MANIPULATION DEVICES HAND TOOLS MANIPULATORS PERFORMING OPERATIONS PORTABLE POWER-DRIVEN TOOLS TRANSPORTING
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Beschreibung
Zusammenfassung:	Systems and techniques are described herein for operating an apparatus having a geometric algebra transformer. A computing device can receive, at a geometric algebra transformer, multivector inputs processed from raw data associated with a three-dimensional space. The computing device can process, via the geometric algebra transformer, the multivector inputs to generate multivector outputs. The geometric algebra transformer is trained to process geometric algebra representations associated with the multivector inputs and to be equivariant with respect to translations and rotations.