Abstract: This paper introduces Quaternion Approximate Networks (QUAN), a novel deep learning framework that leverages quaternion algebra for rotation equivariant image classification and object ...

Abstract: The gradients of a quaternion-valued function are often required for quaternionic signal processing algorithms. The HR gradient operator provides a viable framework and has found a number of ...

If you find this work useful for your research, please consider citing it. 😊 Our model weights are available for download on Hugging Face or Google Drive. You can ...

The National Testing Agency (NTA) will hold the first set of JEE Main exams for the year 2026 on dates 21, 22, 23, 24, and 28 and 29th of January. The engineering ...

PROF. F. W. GROVER, makes an authoritative selection among the numerous formulæ which have been suggested for the calculation of mutual and self inductances. He does not attempt proofs of the formulæ, ...

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Ryan Eichler holds a B.S.B.A with a concentration in Finance from Boston University. He has held positions in, and has deep experience with, expense auditing, personal finance, real estate, as well as ...