Skip to main content
bioRxiv
  • Home
  • About
  • Submit
  • ALERTS / RSS
Advanced Search
New Results

Why not record from every electrode with a CMOS scanning probe?

View ORCID ProfileGeorge Dimitriadis, Joana P. Neto, Arno Aarts, Andrei Alexandru, Marco Ballini, Francesco Battaglia, Lorenza Calcaterra, Susu Chen, Francois David, Richárd Fiáth, João Frazão, Jesse P Geerts, Luc J. Gentet, Nick Van Helleputte, Tobias Holzhammer, Chris van Hoof, Domonkos Horváth, Gonçalo Lopes, Carolina M. Lopez, Eric Maris, Andre Marques-Smith, Gergely Márton, Bruce L. McNaughton, Domokos Meszéna, Srinjoy Mitra, Silke Musa, Hercules Neves, Joana Nogueira, Guy A. Orban, Frederick Pothof, Jan Putzeys, Bogdan C. Raducanu, Patrick Ruther, Tim Schroeder, Wolf Singer, View ORCID ProfileNicholas A. Steinmetz, Paul Tiesinga, Istvan Ulbert, Shiwei Wang, Marleen Welkenhuysen, Adam R. Kampff
doi: https://doi.org/10.1101/275818
George Dimitriadis
1Sainsbury Wellcome Centre for Neural Circuits and Behaviour, University College London, United Kingdom
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for George Dimitriadis
  • For correspondence: g.dimitriadis@ucl.ac.uk
Joana P. Neto
1Sainsbury Wellcome Centre for Neural Circuits and Behaviour, University College London, United Kingdom
8Champalimaud Neuroscience Programme, Champalimaud Centre for the Unknown, Portugal
18Departamento de Ciência dos Materiais, CENIMAT/I3N and CEMOP/Uninova, Faculdade de Ciências Tecnologia-Universidade Nova de Lisboa, Caparica, Portugal
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Arno Aarts
2ATLAS Neuroengineering, Leuven, Belgium
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Andrei Alexandru
3imec, 3001 Leuven, Belgium
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Marco Ballini
3imec, 3001 Leuven, Belgium
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Francesco Battaglia
4Donders Institute for Brain, Cognition and Behavior, Radboud University Nijmegen, The Netherlands
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Lorenza Calcaterra
1Sainsbury Wellcome Centre for Neural Circuits and Behaviour, University College London, United Kingdom
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Susu Chen
23University College London
24Janelia Research Campus, HHMI
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Francois David
5Team Waking, Lyon Neuroscience Research Center (CNRL), INSERM-U1028, CNRS-UMR5292, Bron, France
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Richárd Fiáth
6Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, Budapest, Hungary
7Faculty of Information Technology and Bionics, Pazmany Peter Catholic University, Budapest, Hungary
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
João Frazão
8Champalimaud Neuroscience Programme, Champalimaud Centre for the Unknown, Portugal
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jesse P Geerts
1Sainsbury Wellcome Centre for Neural Circuits and Behaviour, University College London, United Kingdom
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Luc J. Gentet
5Team Waking, Lyon Neuroscience Research Center (CNRL), INSERM-U1028, CNRS-UMR5292, Bron, France
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Nick Van Helleputte
3imec, 3001 Leuven, Belgium
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Tobias Holzhammer
2ATLAS Neuroengineering, Leuven, Belgium
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Chris van Hoof
3imec, 3001 Leuven, Belgium
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Domonkos Horváth
6Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, Budapest, Hungary
7Faculty of Information Technology and Bionics, Pazmany Peter Catholic University, Budapest, Hungary
9School of PhD Studies, Semmelweis University, Budapest, Hungary
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Gonçalo Lopes
1Sainsbury Wellcome Centre for Neural Circuits and Behaviour, University College London, United Kingdom
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Carolina M. Lopez
3imec, 3001 Leuven, Belgium
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Eric Maris
4Donders Institute for Brain, Cognition and Behavior, Radboud University Nijmegen, The Netherlands
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Andre Marques-Smith
1Sainsbury Wellcome Centre for Neural Circuits and Behaviour, University College London, United Kingdom
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Gergely Márton
6Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, Budapest, Hungary
7Faculty of Information Technology and Bionics, Pazmany Peter Catholic University, Budapest, Hungary
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Bruce L. McNaughton
19Department of Neurobiology and Behavior, University of California at Irvine, Irvine CA, USA, 92697-8439
20Department of Neuroscience, The University of Lethbridge, Lethbridge, AB, Canada, T1K 3M4
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Domokos Meszéna
6Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, Budapest, Hungary
7Faculty of Information Technology and Bionics, Pazmany Peter Catholic University, Budapest, Hungary
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Srinjoy Mitra
10Institute for Integrated Micro and Nano Systems (IMNS), University of Edinburgh, UK
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Silke Musa
3imec, 3001 Leuven, Belgium
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Hercules Neves
11Uppsala University, Sweden
17Fiocruz, Brazil
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Joana Nogueira
1Sainsbury Wellcome Centre for Neural Circuits and Behaviour, University College London, United Kingdom
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Guy A. Orban
12Department of Medicine and Surgery, University of Parma, Parma, Italy
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Frederick Pothof
13Department of Microsystems Engineering (IMTEK), University of Freiburg, Germany
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Jan Putzeys
3imec, 3001 Leuven, Belgium
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Bogdan C. Raducanu
3imec, 3001 Leuven, Belgium
14Electrical Engineering Department-ESAT, KU Leuven, 3001 Leuven, Belgium
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Patrick Ruther
13Department of Microsystems Engineering (IMTEK), University of Freiburg, Germany
21Cluster of Excellence BrainLinks-BrainTools, University of Freiburg, Germany
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Tim Schroeder
4Donders Institute for Brain, Cognition and Behavior, Radboud University Nijmegen, The Netherlands
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Wolf Singer
15Max Planck Institute for Brain Research, Frankfurt a. M., Germany
25Frankfurt Institute for Advanced Studies, Frankfurt a. M., Germany
26Ernst Strüngmann Institute for Neuroscience in Cooperation with Max Planck Society, Frankfurt a. M., Germany
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Nicholas A. Steinmetz
22Department of Biological Structure, University of Washington, Seattle, WA
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Nicholas A. Steinmetz
Paul Tiesinga
16Neurinformatics department, Donders Institute for Brain, Cognition and Behavior, Radboud University Nijmegen, Heyendaalseweg 135, 6525 AJ, Nijmegen, The Netherlands
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Istvan Ulbert
6Institute of Cognitive Neuroscience and Psychology, Research Centre for Natural Sciences, Budapest, Hungary
7Faculty of Information Technology and Bionics, Pazmany Peter Catholic University, Budapest, Hungary
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Shiwei Wang
3imec, 3001 Leuven, Belgium
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Marleen Welkenhuysen
3imec, 3001 Leuven, Belgium
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Adam R. Kampff
1Sainsbury Wellcome Centre for Neural Circuits and Behaviour, University College London, United Kingdom
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • Abstract
  • Full Text
  • Info/History
  • Metrics
  • Supplementary material
  • Preview PDF
Loading

Abstract

It is an uninformative truism to state that the brain operates at multiple spatial and temporal scales, each with each own set of emergent phenomena. More worthy of attention is the point that our current understanding of it cannot clearly indicate which of these phenomenological scales are the significant contributors to the brain’s function and primary output (i.e. behaviour). Apart from the sheer complexity of the problem, a major contributing factor to this state of affairs is the lack of instrumentation that can simultaneously address these multiple scales without causing function altering damages to the underlying tissue. One important facet of this problem is that standard neural recording devices normally require one output connection per electrode. This limits the number of electrodes that can fit along the thin shafts of implantable probes generating a limiting balance between density and spread. Sharing a single output connection between multiple electrodes relaxes this constraint and permits designs of ultra-high density probes.

Here we report the design and in-vivo validation of such a device, a complementary metal-oxide-semiconductor (CMOS) scanning probe with 1344 electrodes; the outcome of the European research project NeuroSeeker. We show that this design targets both local and global spatial scales by allowing the simultaneous recording of more than 1000 neurons spanning 7 functional regions with a single shaft. The neurons show similar recording longevity and signal to noise ratio to passive probes of comparable size and no adverse effects in awake or anesthetized animals. Addressing the data management of this device we also present novel visualization and monitoring methods. Using the probe with freely moving animals we show how accessing a number of cortical and subcortical brain regions offers a novel perspective on how the brain operates around salient behavioural events. Finally, we compare this probe with lower density, non CMOS designs (which have to adhere to the one electrode per output line rule). We show that an increase in density results in capturing neural firing patterns, undetectable by lower density devices, which correlate to self-similar structures inherent in complex naturalistic behaviour.

To help design electrode configurations for future, even higher density, CMOS probes, recordings from many different brain regions were obtained with an ultra-dense passive probe.

Footnotes

  • Added more animals results for the analysis presented

Copyright 
The copyright holder for this preprint is the author/funder, who has granted bioRxiv a license to display the preprint in perpetuity. It is made available under a CC-BY 4.0 International license.
Back to top
PreviousNext
Posted March 24, 2020.
Download PDF

Supplementary Material

Email

Thank you for your interest in spreading the word about bioRxiv.

NOTE: Your email address is requested solely to identify you as the sender of this article.

Enter multiple addresses on separate lines or separate them with commas.
Why not record from every electrode with a CMOS scanning probe?
(Your Name) has forwarded a page to you from bioRxiv
(Your Name) thought you would like to see this page from the bioRxiv website.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Share
Why not record from every electrode with a CMOS scanning probe?
George Dimitriadis, Joana P. Neto, Arno Aarts, Andrei Alexandru, Marco Ballini, Francesco Battaglia, Lorenza Calcaterra, Susu Chen, Francois David, Richárd Fiáth, João Frazão, Jesse P Geerts, Luc J. Gentet, Nick Van Helleputte, Tobias Holzhammer, Chris van Hoof, Domonkos Horváth, Gonçalo Lopes, Carolina M. Lopez, Eric Maris, Andre Marques-Smith, Gergely Márton, Bruce L. McNaughton, Domokos Meszéna, Srinjoy Mitra, Silke Musa, Hercules Neves, Joana Nogueira, Guy A. Orban, Frederick Pothof, Jan Putzeys, Bogdan C. Raducanu, Patrick Ruther, Tim Schroeder, Wolf Singer, Nicholas A. Steinmetz, Paul Tiesinga, Istvan Ulbert, Shiwei Wang, Marleen Welkenhuysen, Adam R. Kampff
bioRxiv 275818; doi: https://doi.org/10.1101/275818
Reddit logo Twitter logo Facebook logo LinkedIn logo Mendeley logo
Citation Tools
Why not record from every electrode with a CMOS scanning probe?
George Dimitriadis, Joana P. Neto, Arno Aarts, Andrei Alexandru, Marco Ballini, Francesco Battaglia, Lorenza Calcaterra, Susu Chen, Francois David, Richárd Fiáth, João Frazão, Jesse P Geerts, Luc J. Gentet, Nick Van Helleputte, Tobias Holzhammer, Chris van Hoof, Domonkos Horváth, Gonçalo Lopes, Carolina M. Lopez, Eric Maris, Andre Marques-Smith, Gergely Márton, Bruce L. McNaughton, Domokos Meszéna, Srinjoy Mitra, Silke Musa, Hercules Neves, Joana Nogueira, Guy A. Orban, Frederick Pothof, Jan Putzeys, Bogdan C. Raducanu, Patrick Ruther, Tim Schroeder, Wolf Singer, Nicholas A. Steinmetz, Paul Tiesinga, Istvan Ulbert, Shiwei Wang, Marleen Welkenhuysen, Adam R. Kampff
bioRxiv 275818; doi: https://doi.org/10.1101/275818

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
  • Tweet Widget
  • Facebook Like
  • Google Plus One

Subject Area

  • Neuroscience
Subject Areas
All Articles
  • Animal Behavior and Cognition (4238)
  • Biochemistry (9159)
  • Bioengineering (6797)
  • Bioinformatics (24054)
  • Biophysics (12149)
  • Cancer Biology (9564)
  • Cell Biology (13820)
  • Clinical Trials (138)
  • Developmental Biology (7654)
  • Ecology (11733)
  • Epidemiology (2066)
  • Evolutionary Biology (15536)
  • Genetics (10665)
  • Genomics (14353)
  • Immunology (9504)
  • Microbiology (22887)
  • Molecular Biology (9120)
  • Neuroscience (49094)
  • Paleontology (357)
  • Pathology (1487)
  • Pharmacology and Toxicology (2579)
  • Physiology (3851)
  • Plant Biology (8349)
  • Scientific Communication and Education (1473)
  • Synthetic Biology (2300)
  • Systems Biology (6204)
  • Zoology (1302)