Memristive Neuromorphic System Design based on ASICs (Wissenschaftliche Beiträge zur Medizinelektronik, Band 11) - Softcover

Ranjan, Rajeev

Softcover

ISBN 10: 3832548505 ISBN 13: 9783832548506

Verlag: Logos Berlin, 2019

Inhaltsangabe

Development of memristor-based device in 2008 has encouraged scientists and engineers to perform brain-inspired cognitive tasks on the hardware level. Memristor is a resistor with memory which has some similarity like a synapse in our brain and can be fabricated in a 3-dimensional array with high density. This allows memristors to be used in parallel processing application like pattern recognition. Memristor-based neuromorphic systems have neuron and memristor integrated together as a fundamental unit which works like biological neuron and synapses. This unit is repeated in large number and interacts with each other to perform the complex functionalities. A double barrier memristor device has been developed by the Institute of Electrical Engineering and Information Technology, the University of Kiel which shows a continuous change in resistance when a consecutive write voltage is applied. This device has to be integrated with CMOS neuron to develop potentiation and depression. An integrate & fire neuron chip with spiking circuit has been designed and fabricated in AMS350 nm process. DBMD has been integrated with Neuron ASIC and the measurement shows Long-Term Potentiation (LTP) on hardware level which can be used for a larger network to mimic functionalities of the brain.

Details zur Ausgabe

• Verlag: Logos Berlin
• Erscheinungsdatum: 2019
• Sprache: Englisch
• ISBN 10: 3832548505
• ISBN 13: 9783832548506
• Einband: Taschenbuch
• Anzahl der Seiten: 143
• Kontakt zum Hersteller: Logos Verlag Berlin GmbH; redaktion@logos-verlag.de; ; Georg-Knorr-Str. 4, Geb. 10; Berlin; 12681; Deutschland