Erschienen: 18.10.2018 Abbildung von Wan | Electric-Double-Layer Coupled Oxide-Based Neuromorphic Transistors Studies | 1. Auflage | 2019 | beck-shop.de

Wan

Electric-Double-Layer Coupled Oxide-Based Neuromorphic Transistors Studies

Buch. Hardcover

1st ed. 2019. 2019

xxi, 107 S. 7 s/w-Abbildungen, 70 Farbabbildungen, 60 Farbtabellen, Bibliographien

In englischer Sprache

Springer. ISBN 9789811333132

Format (B x L): 15,5 x 23,5 cm

Gewicht: 371 g

Das Werk ist Teil der Reihe: Springer Theses

Produktbeschreibung

This book focuses on essential synaptic plasticity emulations and neuromorphic computing applications realized with the aid of three-terminal synaptic devices based on ion-coupled oxide-based electric-double-layer (EDL) transistors.

To replicate the robust, plastic and fault-tolerant computational power of the human brain, the emulation of essential synaptic plasticity and computation of neurons/synapse by electronic devices are generally considered to be key steps. The book shows that the formation of an EDL at the dielectric/channel interface that slightly lags behind the stimuli can be attributed to the electrostatic coupling between ions and electrons; this mechanism underlies the emulation of short-term synaptic behaviors. Furthermore, it demonstrates that electrochemical doping/dedoping processes in the semiconducting channel by penetrated ions from electrolyte can be utilized for the emulation of long-term synaptic behaviors. Lastly, it applies these synaptic transistors in an artificial visual system to demonstrate the potential for constructing neuromorphic systems. Accordingly, the book offers a unique resource on understanding the brain-machine interface, brain-like chips, artificial cognitive systems, etc.

Top-Produkte dieser Kategorie

Autoren

  • Rezensionen

    Dieses Set enthält folgende Produkte:
      Auch in folgendem Set erhältlich:
      • nach oben

        Ihre Daten werden geladen ...