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Jeremy Holleman, Brian Otis, Fan Zhang (Beteiligte)

Ultra Low-Power Integrated Circuit Design for Wireless Neural Interfaces


2011. 2014. vii, 121 S. 235 mm
Verlag/Jahr: SPRINGER, BERLIN; SPRINGER NEW YORK; SPRINGER 2014
ISBN: 1-489-99370-3 (1489993703)
Neue ISBN: 978-1-489-99370-0 (9781489993700)

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Presenting results from real prototype systems, this volume provides an overview of ultra low-power integrated circuits and systems for neural signal processing and wireless communication. Topics include analog, radio, and signal processing theory and design for ultra low-power circuits.
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 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.