ARTIFICIAL INTELLIGENCE — FOUNDATIONS

Deep Learning, the future of “strong” AI

Systems capable of learning and understanding

N.10/2022 · 1 December 2022

Within Machine Learning there is a subcategory representing the frontier towards a "strong" AI: Deep Learning. The article places it along the path already traced by the series, clearly distinguishing AI, Machine Learning and Deep Learning as concentric circles.

Inspired by the workings of the human brain through deep neural networks, Deep Learning enables systems to learn and understand complex intellectual tasks, often outperforming traditional approaches. An article explaining why this technology is considered the future of artificial intelligence and what makes it so powerful. In the full PDF: the workings of Deep Learning and its role in AI.

Originally published in Il Giornale dell'Ingegnere (CNI), 1 December 2022.

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