Literature DB >> 19964775

Exploiting the 1/f structure of neural signals for the design of integrated neural amplifiers.

Subramaniam Venkatraman1, Craig Patten, Jose M Carmena.   

Abstract

Neural amplifiers require a large time-constant high-pass filter at approximately 1Hz to reject large DC offsets while amplifying low frequency neural signals. This high pass filter is typically realized using large area capacitors and teraohm resistances which makes integration difficult. In this paper, we present a novel topology for a neural amplifier which exploits the (1/f)(n) power spectra of local field potentials (LFP). Using a high-pass filter at approximately 100Hz, we pre-filter the LFP before amplification. Post digitization, we can recover the LFP signal by building the inverse of the high pass filter in software. We built an array of neural amplifiers based on this principle and tested it on rats chronically implanted with microelectrode arrays. We found that we could recover the initial LFP signal and the power spectral information over time with correlation coefficient greater than 0.94.

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Year:  2009        PMID: 19964775     DOI: 10.1109/IEMBS.2009.5334436

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  2 in total

1.  A 1024-Channel CMOS Microelectrode Array With 26,400 Electrodes for Recording and Stimulation of Electrogenic Cells In Vitro.

Authors:  Marco Ballini; Jan Müller; Paolo Livi; Yihui Chen; Urs Frey; Alexander Stettler; Amir Shadmani; Vijay Viswam; Ian Lloyd Jones; David Jäckel; Milos Radivojevic; Marta K Lewandowska; Wei Gong; Michele Fiscella; Douglas J Bakkum; Flavio Heer; Andreas Hierlemann
Journal:  IEEE J Solid-State Circuits       Date:  2014-11       Impact factor: 5.013

2.  Exploiting Electrocorticographic Spectral Characteristics for Optimized Signal Chain Design: A 1.08 Analog Front End With Reduced ADC Resolution Requirements.

Authors:  William A Smith; Brian J Mogen; Eberhard E Fetz; Visvesh S Sathe; Brian P Otis
Journal:  IEEE Trans Biomed Circuits Syst       Date:  2016-04-06       Impact factor: 5.234

  2 in total

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