A geometric approach for accelerating neural networks designed for classification problems
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DOI: 10.1038/s41598-024-68172-6
Abstract: This paper proposes a geometric-based technique for compressing convolutional neural networks to accelerate computations and improve generalization by eliminating non-informative components. The technique utilizes a geometric index called separation index to evaluate the functionality of… read more here.
Keywords: accelerating neural; approach accelerating; geometric approach; separation index ... See more keywords