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Neuromorphic Engineering: Gehirninspirierte Datenverarbeitung und Systeme by Roobini, M. S.

Neuromorphic Engineering: Gehirninspirierte Datenverarbeitung und Systeme

by M. S. Roobini , V. Gowri Manohari , M. Gowri
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Book cover type: Paperback
  • ISBN13: 9786206836421
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Verlag Unser Wissen
  • Publisher Imprint: Verlag Unser Wissen
  • Publication Date:
  • Pages: 124
  • Original Price: GBP 52.98
  • Language: German
  • Edition: N/A
  • Item Weight: 177 grams
  • BISAC Subject(s): N/A

Neuromorphic Engineering: Gehirninspirierte Datenverarbeitung und Systeme erforscht das transformative Feld der neuromorphen Technik, die die Struktur und Funktion des menschlichen Gehirns nachahmt, um die Datenverarbeitung zu verbessern. Die Monographie behandelt die Urspr�nge dieses Bereichs und hebt seine Vorteile gegen�ber der herk�mmlichen Datenverarbeitung in Bezug auf Parallelverarbeitung, Energieeffizienz und Anpassungsf�higkeit hervor. Sie befasst sich mit biologischen Inspirationen, einschlie lich neuronaler Netze und synaptischer Plastizit�t, und vergleicht neuromorphe Hardware mit herk�mmlichen Systemen. Der Text behandelt vom Gehirn inspirierte Algorithmen wie Spiking Neural Networks (SNNs), Hebbian Learning und Spike-Timing-Dependent Plasticity (STDP). Es werden Anwendungen in den Bereichen Robotik, autonome Systeme, Edge Computing, IoT, Brain-Machine-Interfaces (BMI) und KI untersucht. Au erdem werden Herausforderungen wie Skalierbarkeit, Energieeffizienz und ethische Fragen angesprochen und k�nftige Forschungsrichtungen, einschlie lich der Integration mit Quantencomputern, er�rtert. Diese Ressource ist unerl�sslich, um die potenziellen Auswirkungen der neuromorphen Technik auf zuk�nftige Computertechnologien zu verstehen.

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