東華大學圖書館 |

語系: 繁體中文

說明(常見問題)

回圖書館首頁

手機版館藏查詢

登入

回首頁 到查詢結果 [ subject:"History of Computing." ]

切換: 標籤 | MARC模式 | ISBD

Guide to deep learning basics = logi...

Skansi, Sandro.

FindBook

Google Book

Amazon

博客來

Guide to deep learning basics = logical, historical and philosophical perspectives /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Guide to deep learning basics/ edited by Sandro Skansi.
其他題名:	logical, historical and philosophical perspectives /
其他作者:	Skansi, Sandro.
出版者:	Cham :Springer International Publishing : : 2020.,
面頁冊數:	viii, 140 p. :ill., digital ;24 cm.
內容註:	Mathematical Logic: Mathematics of Logic or Logic Of Mathematics? -- The McCulloch-Pitts Paper from the Perspective of Mathematical Logic -- From the Linguistic Turn to the Cognitive Turn and Back Again -- Why not Fuzzy Logic? -- Meaning as Use: From Wittgenstein to Google's Word2Vec -- Rudolf Carnap, the Grandfather of Artificial Neural Networks: The Influence of Carnap's Philosophy on Walter Pitts -- A Lost Croatian Cybernetic Machine Translation Program -- The Architecture of Geoffrey Hinton -- Machine Learning and the Philosophical Problems of Induction -- The Artificial Intelligence Singularity: What it Is and What it Is Not -- AI-Completeness: Using Deep Learning to Eliminate the Human Factor -- Transhumanism and Artificial Intelligence: Philosophical Aspects.
Contained By:	Springer eBooks
標題:	Machine learning. -
電子資源:	https://doi.org/10.1007/978-3-030-37591-1
ISBN:	9783030375911

Guide to deep learning basics = logical, historical and philosophical perspectives /
Guide to deep learning basicslogical, historical and philosophical perspectives /[electronic resource] :edited by Sandro Skansi. - Cham :Springer International Publishing :2020. - viii, 140 p. :ill., digital ;24 cm.

Mathematical Logic: Mathematics of Logic or Logic Of Mathematics? -- The McCulloch-Pitts Paper from the Perspective of Mathematical Logic -- From the Linguistic Turn to the Cognitive Turn and Back Again -- Why not Fuzzy Logic? -- Meaning as Use: From Wittgenstein to Google's Word2Vec -- Rudolf Carnap, the Grandfather of Artificial Neural Networks: The Influence of Carnap's Philosophy on Walter Pitts -- A Lost Croatian Cybernetic Machine Translation Program -- The Architecture of Geoffrey Hinton -- Machine Learning and the Philosophical Problems of Induction -- The Artificial Intelligence Singularity: What it Is and What it Is Not -- AI-Completeness: Using Deep Learning to Eliminate the Human Factor -- Transhumanism and Artificial Intelligence: Philosophical Aspects.

This stimulating text/reference presents a philosophical exploration of the conceptual foundations of deep learning, presenting enlightening perspectives that encompass such diverse disciplines as computer science, mathematics, logic, psychology, and cognitive science. The text also highlights select topics from the fascinating history of this exciting field, including the pioneering work of Rudolf Carnap, Warren McCulloch, Walter Pitts, Bulcsu Laszlo, and Geoffrey Hinton. Topics and features: Provides a brief history of mathematical logic, and discusses the critical role of philosophy, psychology, and neuroscience in the history of AI Presents a philosophical case for the use of fuzzy logic approaches in AI Investigates the similarities and differences between the Word2vec word embedding algorithm, and the ideas of Wittgenstein and Firth on linguistics Examines how developments in machine learning provide insights into the philosophical challenge of justifying inductive inferences Debates, with reference to philosophical anthropology, whether an advanced general artificial intelligence might be considered as a living being Investigates the issue of computational complexity through deep-learning strategies for understanding AI-complete problems and developing strong AI Explores philosophical questions at the intersection of AI and transhumanism This inspirational volume will rekindle a passion for deep learning in those already experienced in coding and studying this discipline, and provide a philosophical big-picture perspective for those new to the field. Dr. Sandro Skansi is an Assistant Professor of Logic at the University of Zagreb, Croatia.

ISBN: 9783030375911

Standard No.: 10.1007/978-3-030-37591-1doiSubjects--Topical Terms:

533906
Machine learning.

LC Class. No.: Q325.5 / .G85 2020

Dewey Class. No.: 006.31

Guide to deep learning basics = logical, historical and philosophical perspectives /
LDR:03447nmm a2200325 a 4500 001 2215515
003 DE-He213
005 20200123110110.0
006 m d
007 cr nn 008maaau
008 201120s2020 sz s 0 eng d
020 $a 9783030375911 $q (electronic bk.)
020 $a 9783030375904 $q (paper)
024 7 $a 10.1007/978-3-030-37591-1 $2 doi
035 $a 978-3-030-37591-1
040 $a GP $c GP
041 0 $a eng
050 4 $a Q325.5 $b .G85 2020
072 7 $a UYQM $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQM $2 thema
082 0 4 $a 006.31 $2 23
090 $a Q325.5 $b .G946 2020
245 0 0 $a Guide to deep learning basics $h [electronic resource] : $b logical, historical and philosophical perspectives / $c edited by Sandro Skansi.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2020.
300 $a viii, 140 p. : $b ill., digital ; $c 24 cm.
505 0 $a Mathematical Logic: Mathematics of Logic or Logic Of Mathematics? -- The McCulloch-Pitts Paper from the Perspective of Mathematical Logic -- From the Linguistic Turn to the Cognitive Turn and Back Again -- Why not Fuzzy Logic? -- Meaning as Use: From Wittgenstein to Google's Word2Vec -- Rudolf Carnap, the Grandfather of Artificial Neural Networks: The Influence of Carnap's Philosophy on Walter Pitts -- A Lost Croatian Cybernetic Machine Translation Program -- The Architecture of Geoffrey Hinton -- Machine Learning and the Philosophical Problems of Induction -- The Artificial Intelligence Singularity: What it Is and What it Is Not -- AI-Completeness: Using Deep Learning to Eliminate the Human Factor -- Transhumanism and Artificial Intelligence: Philosophical Aspects.
520 $a This stimulating text/reference presents a philosophical exploration of the conceptual foundations of deep learning, presenting enlightening perspectives that encompass such diverse disciplines as computer science, mathematics, logic, psychology, and cognitive science. The text also highlights select topics from the fascinating history of this exciting field, including the pioneering work of Rudolf Carnap, Warren McCulloch, Walter Pitts, Bulcsu Laszlo, and Geoffrey Hinton. Topics and features: Provides a brief history of mathematical logic, and discusses the critical role of philosophy, psychology, and neuroscience in the history of AI Presents a philosophical case for the use of fuzzy logic approaches in AI Investigates the similarities and differences between the Word2vec word embedding algorithm, and the ideas of Wittgenstein and Firth on linguistics Examines how developments in machine learning provide insights into the philosophical challenge of justifying inductive inferences Debates, with reference to philosophical anthropology, whether an advanced general artificial intelligence might be considered as a living being Investigates the issue of computational complexity through deep-learning strategies for understanding AI-complete problems and developing strong AI Explores philosophical questions at the intersection of AI and transhumanism This inspirational volume will rekindle a passion for deep learning in those already experienced in coding and studying this discipline, and provide a philosophical big-picture perspective for those new to the field. Dr. Sandro Skansi is an Assistant Professor of Logic at the University of Zagreb, Croatia.
650 0 $a Machine learning. $3 533906
650 0 $a Artificial intelligence. $3 516317
650 1 4 $a Machine Learning. $3 3382522
650 2 4 $a Computational Intelligence. $3 1001631
650 2 4 $a Philosophy of Technology. $3 897015
650 2 4 $a History of Computing. $3 895944
700 1 $a Skansi, Sandro. $3 3301608
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer eBooks
856 4 0 $u https://doi.org/10.1007/978-3-030-37591-1
950 $a Computer Science (Springer-11645)