Artificial intelligence: evolution, developments, applications, and future scope

• Autorzy: Raj Ravi , Kos Andrzej

Identyfikatory

DOI

10.15199/48.2023.02.01

Warianty tytułu

PL

Sztuczna inteligencja: rozwój, zastosowanie i przyszłość

• Języki publikacji: EN

Abstrakty

EN

Artificial intelligence (AI) or Machine Intelligence (MI) is the most important and interesting technology in recent decades due to its vast application in almost every field of science and engineering. The MI techniques are the study of making intelligent machines that have human-like behaviors. The speedy advancement in this area has triggered the curiosity of many technologists, and researchers around the world, and various companies across several domains are inquisitive to explore its capabilities. AI technology is continuously changing the landscape of businesses as well as the personal and social activities of human beings due to advancements and research in this field. For any field which has obtained so much popularity in a very short duration, it is essential that technologists who focus on endeavors in AI, study its evolution, developments, applications, and future aspects of augmentation to achieve a better intuition into the area. This paper presents a comprehensive study of the past, present, and future aspects of AI technology for researchers and technologists. In this paper, we discuss the evolution, historical developments, important breakthroughs in continuous research, real-world applications, challenges of AI implication, and the future perspective of AI technology. Finally, we have discussed the role of AI in the optimization of the Integrated Circuit (IC).

PL

Sztuczna inteligencja (AI) lub inteligencja maszyn (MI) to najważniejsza i najbardziej interesująca technologia ostatnich dziesięcioleci ze względu na jej szerokie zastosowanie w niemal każdej dziedzinie nauki i inżynierii. Techniki MI to nauka o tworzeniu inteligentnych maszyn o ludzkich zachowaniach. Szybki postęp w tej dziedzinie wzbudził ciekawość wielu technologów i badaczy na całym świecie, a różne firmy z kilku dziedzin są zainteresowane zbadaniem jego możliwości. Technologia AI nieustannie zmienia krajobraz firm, a także osobiste i społeczne działania ludzi dzięki postępom i badaniom w tej dziedzinie. W przypadku każdej dziedziny, która zyskała tak dużą popularność w bardzo krótkim czasie, niezbędne jest, aby technolodzy, którzy koncentrują się na przedsięwzięciach w dziedzinie sztucznej inteligencji, badali jej ewolucję, rozwój, zastosowania i przyszłe aspekty rozszerzenia, aby uzyskać lepszą intuicję w tej dziedzinie. Niniejszy artykuł przedstawia kompleksowe badanie przeszłych, obecnych i przyszłych aspektów technologii sztucznej inteligencji dla badaczy i technologów. W tym artykule omawiamy ewolucję, wydarzenia historyczne, ważny przełom w ciągłych badaniach, zastosowania w świecie rzeczywistym, wyzwania związane z implikacją AI oraz przyszłe perspektywy technologii AI. Na koniec omówiliśmy rolę AI w optymalizacji układu scalonego (IC).

Słowa kluczowe

EN

artificial Intelligence; deep learning; integrated circuit; machine learning; neural networks; Turing test

PL

sztuczna inteligencja; głębokie uczenie; układ scalony; uczenie maszynowe; sieci neuronowe; test Turinga

• Wydawca: Wydawnictwo SIGMA-NOT
• Czasopismo: Przegląd Elektrotechniczny
• Rocznik: 2023
• Tom: R. 99, nr 2
• Strony: 1--13
• Opis fizyczny: Bibliogr. 94 poz., rys., tab.

Twórcy

autor

Raj Ravi

• Faculty of Computer Science, Electronics, and Telecommunications, AGH University of Science and Technology, Aleja Adama Mickiewicza 30, 30-059 Kraków, Poland

• https://orcid.org/0000-0001-8073-1812

autor

Kos Andrzej

• Faculty of Computer Science, Electronics, and Telecommunications, AGH University of Science and Technology, Aleja Adama Mickiewicza 30, 30-059 Kraków, Poland

• https://orcid.org/0000-0003-3089-241X

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Uwagi

Opracowanie rekordu ze środków MNiSW, umowa nr SONP/SP/546092/2022 w ramach programu "Społeczna odpowiedzialność nauki" - moduł: Popularyzacja nauki i promocja sportu (2024).