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In-Memory-Computing: Synthese Und Optimierung by Saeideh Shirinzadeh

In-Memory-Computing: Synthese Und Optimierung

by Saeideh Shirinzadeh , Rolf Drechsler
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Book cover type: Hardcover
  • ISBN13: 9783031228780
  • Binding: Hardcover
  • Subject: N/A
  • Publisher: Springer Vieweg
  • Publisher Imprint: Springer Vieweg
  • Publication Date:
  • Pages: 119
  • Original Price: EUR 102.79
  • Language: German
  • Edition: 1. Aufl. 2023
  • Item Weight: 372 grams
  • BISAC Subject(s): Electronics / Circuits / General

Dieses Buch beschreibt einen umfassenden Ansatz für die Synthese und Optimierung von Logic-in-Memory-Computing-Hardware und -Architekturen mit memristiven Bauelementen, der eine solide Grundlage für praktische Anwendungen schafft. Die Leser werden mit einer neuen Generation von Computerarchitekturen vertraut gemacht, die potenziell schneller arbeiten können, da die Notwendigkeit der Kommunikation zwischen Prozessor und Speicher überwunden wird. Die Diskussion umfasst verschiedene Synthesemethoden und Optimierungsalgorithmen, die auf Implementierungskostenmetriken wie Latenzzeit und Flächen abzielen, sowie das Problem der Zuverlässigkeit, das durch die kurze Lebensdauer des Speichers verursacht wird.

    Präsentiert einen umfassenden Synthesefluss für das aufkommende Feld des Logic-in-Memory-Computings;
  • Beschreibt die automatische Kompilierung von programmierbaren Logik-in-Memory-Computerarchitekturen;
  • Enthält mehrere effektive Optimierungsalgorithmen, die auch auf die klassische Logiksynthese anwendbar sind;
  • Untersucht den unausgewogenen Schreibverkehr in Logic-in-Memory-Architekturen und beschreibt Ansätze zum Verschlei ausgleich, um diesen zu verringern.

Saeideh Shirinzadeh erwarb den B.Sc. (2010) und M.Sc. (2012) in Elektrotechnik an der Universität von Guilan, Iran.am Lehrstuhl für Rechnerarchitektur der Universität Bremen, Deutschland, ab. Aktuell arbeitet Sie als wissenschaftliche Mitarbeiterin in der Gruppe Cyber-Physical Systems am Deutschen Forschungszentrum für Künstliche Intelligenz (DFKI) und am Fraunhofer ISI.Ihre Forschungsinteressen umfassen Logiksynthese, In-Memory-Computing, Mehrzieloptimierung und evolutionäre Berechnungen.

Rolf Drechsler erhielt das Diplom und den Dr. Phil. Nat. in Informatik an der J.W. Goethe Universität Frankfurt am Main, Frankfurt am Main, Deutschland, in den Jahren 1992 und 1995. Von 1995 bis 2000 war er am Institut für Informatik der Albert-Ludwigs-Universität Freiburg im Breisgau und von 2000 bis 2001 in der Abteilung Corporate Technology der Siemens AG in München tätig. Seit Oktober 2001 ist er an der Universität Bremen, Bremen, Deutschland, wo er derzeit als ordentlicher Professor und Leiter der Gruppe für Rechnerarchitektur am Institut für Informatik tätig ist. Seit 2011 ist er zusätzlich Leiter der Gruppe Cyber-Physical Systems am Deutschen Forschungszentrum für Künstliche Intelligenz (DFKI) in Bremen. Seine aktuellen Forschungsinteressen umfassen die Entwicklung und den Entwurf von Datenstrukturen und Algorithmen mit einem Schwerpunkt auf Schaltungs- und Systementwurf. Er ist ein IEEE Fellow.


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