Spintronics-Based Neuromorphic Computing

Spintronics-Based Neuromorphic Computing

The book discusses almost all aspects of spintronics-based neuromorphic computing, starting from a very basic level, and will be of interest to both spintronics and neuromorphic computing communities. The chapters also cover most simulation and experimental studies reported recently by researchers w...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
1. Verfasser: Bhowmik, Debanjan
Format: Buch
Sprache:eng
Schlagworte:
Artificial Intelligence
Computer Science
Control, Robotics, Mechatronics
Mathematical Models of Cognitive Processes and Neural Networks
Neural computers
Neuromorphics
Quantum Information Technology, Spintronics
Spintronics
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page
container_issue
container_start_page
container_title
container_volume
creator Bhowmik, Debanjan
description The book discusses almost all aspects of spintronics-based neuromorphic computing, starting from a very basic level, and will be of interest to both spintronics and neuromorphic computing communities. The chapters also cover most simulation and experimental studies reported recently by researchers worldwide on this topic. The book includes an introductory chapter on nanomagnetism and spin physics and another on neural network algorithms (covering both the machine-learning and neuroscience aspects of these algorithms). These introductory chapters will help the readers build their background and truly appreciate the recent research results on spintronics-based neuromorphic computing, presented in the later chapters of the book. Various numerical simulation exercises are also provided in the book.
doi_str_mv 10.1007/978-981-97-4445-9
format Book
fullrecord <record><control><sourceid>askewsholts_sprin</sourceid><recordid>TN_cdi_askewsholts_vlebooks_9789819744459</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>9789819744459</sourcerecordid><originalsourceid>FETCH-LOGICAL-a8098-31f47c7b35e98ad7d4c50c406cf21001e8199991e6749f47a957270b8925c8a63</originalsourceid><addsrcrecordid>eNpNkMtOAzEMRcNLopT5AHZdwiLUeU3iJVS8pAoWwDpK05QOnTajSVt-n4wGEN5cWffY8jUhFwyuGYAeozYUDaOoqZRSUTwgZ7lH3XXmkAy4FoxKzvCIFBn-9SQ__vMATkmR0icACC44KjYgl69Ntdm2cVP5RG9dCvPRc9i1cR3bZln50SSum9222nyck5OFq1MofnRI3u_v3iaPdPry8DS5mVJnAA0VbCG11zOhAho313PpFXgJpV_wHISFfFcuFkotMaMOleYaZga58saVYkiu-r0urcJXWsZ6m-y-DrMYV8n-S6Yws-OeTU2bTwyt7SkGtntaR9uMZ7XdgEXxDTOvV1c</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>book</recordtype></control><display><type>book</type><title>Spintronics-Based Neuromorphic Computing</title><source>Springer Books</source><creator>Bhowmik, Debanjan</creator><creatorcontrib>Bhowmik, Debanjan</creatorcontrib><description>The book discusses almost all aspects of spintronics-based neuromorphic computing, starting from a very basic level, and will be of interest to both spintronics and neuromorphic computing communities. The chapters also cover most simulation and experimental studies reported recently by researchers worldwide on this topic. The book includes an introductory chapter on nanomagnetism and spin physics and another on neural network algorithms (covering both the machine-learning and neuroscience aspects of these algorithms). These introductory chapters will help the readers build their background and truly appreciate the recent research results on spintronics-based neuromorphic computing, presented in the later chapters of the book. Various numerical simulation exercises are also provided in the book.</description><identifier>ISSN: 2731-4200</identifier><identifier>ISBN: 9789819744442</identifier><identifier>ISBN: 981974444X</identifier><identifier>EISSN: 2731-4219</identifier><identifier>EISBN: 9819744458</identifier><identifier>EISBN: 9789819744459</identifier><identifier>DOI: 10.1007/978-981-97-4445-9</identifier><language>eng</language><publisher>Singapore: Springer Nature Singapore</publisher><subject>Artificial Intelligence ; Computer Science ; Control, Robotics, Mechatronics ; Mathematical Models of Cognitive Processes and Neural Networks ; Neural computers ; Neuromorphics ; Quantum Information Technology, Spintronics ; Spintronics</subject><creationdate>2024</creationdate><tpages>1</tpages><format>1</format><rights>The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd. 2024</rights><woscitedreferencessubscribed>false</woscitedreferencessubscribed><relation>Springer Tracts in Electrical and Electronics Engineering</relation></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Uhttps://media.springernature.com/w306/springer-static/cover-hires/book/978-981-97-4445-9</thumbnail><linktohtml>$$Uhttps://link.springer.com/10.1007/978-981-97-4445-9$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>307,781,785,787,27926,38256,42512</link.rule.ids></links><search><creatorcontrib>Bhowmik, Debanjan</creatorcontrib><title>Spintronics-Based Neuromorphic Computing</title><description>The book discusses almost all aspects of spintronics-based neuromorphic computing, starting from a very basic level, and will be of interest to both spintronics and neuromorphic computing communities. The chapters also cover most simulation and experimental studies reported recently by researchers worldwide on this topic. The book includes an introductory chapter on nanomagnetism and spin physics and another on neural network algorithms (covering both the machine-learning and neuroscience aspects of these algorithms). These introductory chapters will help the readers build their background and truly appreciate the recent research results on spintronics-based neuromorphic computing, presented in the later chapters of the book. Various numerical simulation exercises are also provided in the book.</description><subject>Artificial Intelligence</subject><subject>Computer Science</subject><subject>Control, Robotics, Mechatronics</subject><subject>Mathematical Models of Cognitive Processes and Neural Networks</subject><subject>Neural computers</subject><subject>Neuromorphics</subject><subject>Quantum Information Technology, Spintronics</subject><subject>Spintronics</subject><issn>2731-4200</issn><issn>2731-4219</issn><isbn>9789819744442</isbn><isbn>981974444X</isbn><isbn>9819744458</isbn><isbn>9789819744459</isbn><fulltext>true</fulltext><rsrctype>book</rsrctype><creationdate>2024</creationdate><recordtype>book</recordtype><sourceid/><recordid>eNpNkMtOAzEMRcNLopT5AHZdwiLUeU3iJVS8pAoWwDpK05QOnTajSVt-n4wGEN5cWffY8jUhFwyuGYAeozYUDaOoqZRSUTwgZ7lH3XXmkAy4FoxKzvCIFBn-9SQ__vMATkmR0icACC44KjYgl69Ntdm2cVP5RG9dCvPRc9i1cR3bZln50SSum9222nyck5OFq1MofnRI3u_v3iaPdPry8DS5mVJnAA0VbCG11zOhAho313PpFXgJpV_wHISFfFcuFkotMaMOleYaZga58saVYkiu-r0urcJXWsZ6m-y-DrMYV8n-S6Yws-OeTU2bTwyt7SkGtntaR9uMZ7XdgEXxDTOvV1c</recordid><startdate>2024</startdate><enddate>2024</enddate><creator>Bhowmik, Debanjan</creator><general>Springer Nature Singapore</general><general>Springer</general><scope/></search><sort><creationdate>2024</creationdate><title>Spintronics-Based Neuromorphic Computing</title><author>Bhowmik, Debanjan</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a8098-31f47c7b35e98ad7d4c50c406cf21001e8199991e6749f47a957270b8925c8a63</frbrgroupid><rsrctype>books</rsrctype><prefilter>books</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Artificial Intelligence</topic><topic>Computer Science</topic><topic>Control, Robotics, Mechatronics</topic><topic>Mathematical Models of Cognitive Processes and Neural Networks</topic><topic>Neural computers</topic><topic>Neuromorphics</topic><topic>Quantum Information Technology, Spintronics</topic><topic>Spintronics</topic><toplevel>online_resources</toplevel><creatorcontrib>Bhowmik, Debanjan</creatorcontrib></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Bhowmik, Debanjan</au><format>book</format><genre>book</genre><ristype>BOOK</ristype><btitle>Spintronics-Based Neuromorphic Computing</btitle><seriestitle>Springer Tracts in Electrical and Electronics Engineering</seriestitle><date>2024</date><risdate>2024</risdate><issn>2731-4200</issn><eissn>2731-4219</eissn><isbn>9789819744442</isbn><isbn>981974444X</isbn><eisbn>9819744458</eisbn><eisbn>9789819744459</eisbn><abstract>The book discusses almost all aspects of spintronics-based neuromorphic computing, starting from a very basic level, and will be of interest to both spintronics and neuromorphic computing communities. The chapters also cover most simulation and experimental studies reported recently by researchers worldwide on this topic. The book includes an introductory chapter on nanomagnetism and spin physics and another on neural network algorithms (covering both the machine-learning and neuroscience aspects of these algorithms). These introductory chapters will help the readers build their background and truly appreciate the recent research results on spintronics-based neuromorphic computing, presented in the later chapters of the book. Various numerical simulation exercises are also provided in the book.</abstract><cop>Singapore</cop><pub>Springer Nature Singapore</pub><doi>10.1007/978-981-97-4445-9</doi><tpages>1</tpages></addata></record>
fulltext fulltext
identifier ISSN: 2731-4200
ispartof
issn 2731-4200
2731-4219
language eng
recordid cdi_askewsholts_vlebooks_9789819744459
source Springer Books
subjects Artificial Intelligence
Computer Science
Control, Robotics, Mechatronics
Mathematical Models of Cognitive Processes and Neural Networks
Neural computers
Neuromorphics
Quantum Information Technology, Spintronics
Spintronics
title Spintronics-Based Neuromorphic Computing
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-18T13%3A23%3A08IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-askewsholts_sprin&rft_val_fmt=info:ofi/fmt:kev:mtx:book&rft.genre=book&rft.btitle=Spintronics-Based%20Neuromorphic%20Computing&rft.au=Bhowmik,%20Debanjan&rft.date=2024&rft.issn=2731-4200&rft.eissn=2731-4219&rft.isbn=9789819744442&rft.isbn_list=981974444X&rft_id=info:doi/10.1007/978-981-97-4445-9&rft_dat=%3Caskewsholts_sprin%3E9789819744459%3C/askewsholts_sprin%3E%3Curl%3E%3C/url%3E&rft.eisbn=9819744458&rft.eisbn_list=9789819744459&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rfr_iscdi=true