Research topic: neuromorphic engineering systems and applications. A snapshot of neuromorphic systems engineering
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چکیده
منابع مشابه
Research topic: neuromorphic engineering systems and applications. A snapshot of neuromorphic systems engineering
The 14 papers in this research topic were solicited primarily from attendees to the two most important hands-on workshops in neuromorphic engineering: the Telluride Neuromorphic Cognition Engineering Workshop (www.ine-web.org) and the Capo Caccia Cognitive Neuromorphic Engineering Workshop (capocaccia.ethz. ch). The papers show the results of feasibility studies of new concepts, as well as neur...
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Neuromorphic and biomorphic engineering systems Many biological systems, from the molecular scale to the macroscale and from the body to the brain, display remarkable efficiency and robustness. For example, a single mammalian cell, approximately 10 micrometers in size, performs complex biochemical signal processing on its mechanical and chemical input signals with highly noisy and imprecise par...
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The styles of computation used by biological systems are fundamentally different from those used by conventional computers: biological neural networks process information using energyefficient, highly parallel, event-driven architectures as opposed to clocked serial processing. They are composed ofmultiple instances of heterogeneous elements and are able to self-repair, adapt and learn from the...
متن کاملFrontiers in Neuromorphic Engineering
Neurobiological processing systems are remarkable computational devices. They use slow, stochastic, and inhomogeneous computing elements and yet they outperform today’s most powerful computers at tasks such as vision, audition, and motor control, tasks that we perform nearly every moment that we are awake without much conscious thought or concern. Despite the vast amount of resources dedicated ...
متن کاملNeuromorphic Systems For Industrial Applications
The field of neuromorphic engineering is a relatively new one. In this paper we introduce the basic concepts underlying neuromorphic engineering and point out how this type of research could be exploited for industrial applications. We describe some of the circuits commonly used in neuromorphic analog VLSI chips and present examples of neuromorphic systems, containing vision chips for extractin...
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ژورنال
عنوان ژورنال: Frontiers in Neuroscience
سال: 2014
ISSN: 1662-453X
DOI: 10.3389/fnins.2014.00424