id	author	title	date	pages	extension	mime	words	sentence	flesch	summary	cache	txt
cana-2550	Anandhavalli Muniasamy	Optimization in Neural Networks with Mathematics: Efficiency in Architectures of Deep Learning	2024	9	.pdf	application/pdf	3760	228	45	A deep analysis of neural network optimization, including strategies related to efficiency, can be provided based on mathematical knowledge. In this paper the concepts of mathematical optimization methods are discussed that improves generalization, convergence speed, and model training.	cache/cana-2550.pdf	txt/cana-2550.txt