Ultra Low-Power Integrated Circuit Design for Wireless Neural Interfaces - Couverture souple

Holleman, Jeremy; Zhang, Fan; Otis, Brian

Couverture souple

ISBN 10 : 1489993703 ISBN 13 : 9781489993700

Editeur : Springer, 2014

Synopsis

This book will describe ultra low-power, integrated circuits and systems designed for the emerging field of neural signal recording and processing, and wireless communication. Since neural interfaces are typically implanted, their operation is highly energy-constrained. This book introduces concepts and theory that allow circuit operation approaching the fundamental limits. Design examples and measurements of real systems are provided. The book will describe circuit designs for all of the critical components of a neural recording system, including:Amplifiers which utilize new techniques to improve the trade-off between good noise performance and low power consumption.Analog and mixed-signal circuits which implement signal processing tasks specific to the neural recording application:Detection of neural spikes Extraction of features that describe the spikesClustering, a machine learning technique for sorting spikes Weak-inversion operation of analog-domain transistors, allowing processing circuits that reduce the requirements for analog-digital conversion and allow low system-level power consumption. Highly-integrated, sub-mW wireless transmitter designed for the Medical Implant Communications Service (MICS) and ISM bands.

A propos du livre

À propos de la quatrième de couverture

Micro-power Integrated Circuits for Neural Interfaces Jeremy HollemanFan ZhangBrian Otis This book describes ultra low-power, integrated circuits and systems designed for the emerging field of neural signal recording and processing, and wireless communication. Since neural interfaces are typically implanted, their operation is highly energy-constrained. This book introduces concepts and theory that allow circuit operation approaching the fundamental limits. Design examples and measurements of real systems are provided. The book describes circuit designs for all of the critical components of a neural recording system, including:- Amplifiers which utilize new techniques to improve the trade-off between good noise performance and low power consumption- Analog and mixed-signal circuits which implement signal processing tasks specific to the neural recording application:- Detection of neural spikes- Extraction of features that describe the spikes- Clustering, a machine learning technique for sorting spikes- Weak-inversion operation of analog-domain transistors, allowing processing circuits that reduce the requirements for analog-digital conversion and allow low system-level power consumption.- Highly-integrated, sub-mW wireless transmitter designed for the Medical Implant Communications Service (MICS) and ISM bands. Covers analog, radio, and signal processing theory and design for ultra low-power circuits, tied together throughout the book to form an entire system; Provides fundamental requirements of neural recording systems, as well as design techniques for reducing power consumption in low-noise amplifiers; Includes miniaturized system-integration techniques in the context of ultra low-power circuits; Uses results from real prototype systems to demonstrate techniques described

Détails de l'édition

• Éditeur: Springer
• Date d'édition: 2014
• Langue: anglais
• ISBN 10: 1489993703
• ISBN 13: 9781489993700
• Reliure: Broché
• Nombre de pages: 121
• Coordonnées du fabricant: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com; ; Europaplatz 3; Heidelberg; 69115; Allemagne