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Neuromorphic computing and beyond : parallel, approximation, near memory, and quantum

Neuromorphic computing and beyond : parallel, approximation, near memory, and quantum

자료유형
단행본
개인저자
Mohamed, Khaled Salah.
서명 / 저자사항
Neuromorphic computing and beyond : parallel, approximation, near memory, and quantum / Khaled Salah Mohamed.
발행사항
Cham :   Springer,   2020.  
형태사항
xiv, 233 p. : ill. (some col.) ; 25 cm.
ISBN
9783030372231
요약
This book discusses and compares several new trends that can be used to overcome Moore's law limitations, including Neuromorphic, Approximate, Parallel, In Memory, and Quantum Computing. The author shows how these paradigms are used to enhance computing capability as developers face the practical and physical limitations of scaling, while the demand for computing power keeps increasing. The discussion includes a state-of-the-art overview and the essential details of each of these paradigms. Introduces in one volume all the trends that can be used to overcome Moore's law limitations; Describes in detail Neuromorphic, Approximate, Parallel, In Memory, and Quantum Computing concepts, in a manner accessible to a wide variety of readers; Compares tradeoffs between the various paradigms discussed.
서지주기
Includes bibliographical references(p.227-233) and index.
일반주제명
Artificial intelligence. Computer science.
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020 ▼a 9783030372231
035 ▼a (KERIS)BIB000015620149
040 ▼a 224011 ▼c 224011 ▼d 211009
050 4 ▼a QA76
082 0 4 ▼a 004 ▼2 23
084 ▼a 004 ▼2 DDCK
090 ▼a 004 ▼b M697n
100 1 ▼a Mohamed, Khaled Salah.
245 1 0 ▼a Neuromorphic computing and beyond : ▼b parallel, approximation, near memory, and quantum / ▼c Khaled Salah Mohamed.
260 ▼a Cham : ▼b Springer, ▼c 2020.
300 ▼a xiv, 233 p. : ▼b ill. (some col.) ; ▼c 25 cm.
504 ▼a Includes bibliographical references(p.227-233) and index.
520 ▼a This book discusses and compares several new trends that can be used to overcome Moore's law limitations, including Neuromorphic, Approximate, Parallel, In Memory, and Quantum Computing. The author shows how these paradigms are used to enhance computing capability as developers face the practical and physical limitations of scaling, while the demand for computing power keeps increasing. The discussion includes a state-of-the-art overview and the essential details of each of these paradigms. Introduces in one volume all the trends that can be used to overcome Moore's law limitations; Describes in detail Neuromorphic, Approximate, Parallel, In Memory, and Quantum Computing concepts, in a manner accessible to a wide variety of readers; Compares tradeoffs between the various paradigms discussed.
650 0 ▼a Artificial intelligence.
650 0 ▼a Computer science.
945 ▼a KLPA

소장정보

No. 소장처 청구기호 등록번호 도서상태 반납예정일 예약 서비스
No. 1 소장처 과학도서관/Sci-Info(2층서고)/ 청구기호 004 M697n 등록번호 121256077 도서상태 대출가능 반납예정일 예약 서비스 B M

컨텐츠정보

목차

1. An Introduction: New Trends in Computing2. Numerical Computing3. Parallel Computing: OpenMP, MPI, and CUDA4. Deep Learning and Cognitive computing: Pillars and Ladders5. Approximate Computing: Towards Ultra Low Power Systems Design6. Near-Memory/In-Memory Computing: Pillars and Ladders7. Quantum Computing and DNA Computing: Beyond Conventional Approaches8. Cloud, Fog and Edge Computing9. Reconfigurable and Heterogeneous Computing10. ConclusionIndex

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