Literature DB >> 28479959

Optimizing Stimulus Patterns for Dense Array tDCS With Fewer Sources Than Electrodes Using A branch and Bound Algorithm.

Seyhmus Guler1,2, Moritz Dannhauer1,2,3, Burak Erem4, Rob Macleod2,3, Don Tucker5, Sergei Turovets5, Phan Luu5, Waleed Meleis1, Dana H Brooks1,2.   

Abstract

Dense array transcranial direct current stimulation (tDCS) has become of increasing interest as a noninvasive modality to modulate brain function. To target a particular brain region of interest (ROI), using a dense electrode array placed on the scalp, the current injection pattern can be appropriately optimized. Previous optimization methods have assumed availability of individually controlled current sources for each non-reference electrode. This may be costly and impractical in a clinical setting. However, using fewer current sources than electrodes results in a non-convex combinatorial optimization problem. In this paper, we present a novel use of the branch and bound (BB) algorithm to find sub-optimal stimulus patterns with fewer current sources than electrodes. We present simulation results for both focal and spatially extended cortical ROIs. Our results suggest that only a few (2-3) independently controlled current sources can achieve comparable results to a full set (125 sources) to a tolerance of 5%. BB is computationally 3-5 orders of magnitude less demanding than exhaustive search.

Entities:  

Keywords:  branch and bound; dense array; focality; optimization; tDCS

Year:  2016        PMID: 28479959      PMCID: PMC5417550          DOI: 10.1109/ISBI.2016.7493251

Source DB:  PubMed          Journal:  Proc IEEE Int Symp Biomed Imaging        ISSN: 1945-7928


  6 in total

1.  Optimized multi-electrode stimulation increases focality and intensity at target.

Authors:  Jacek P Dmochowski; Abhishek Datta; Marom Bikson; Yuzhuo Su; Lucas C Parra
Journal:  J Neural Eng       Date:  2011-06-10       Impact factor: 5.379

Review 2.  Clinical research with transcranial direct current stimulation (tDCS): challenges and future directions.

Authors:  Andre Russowsky Brunoni; Michael A Nitsche; Nadia Bolognini; Marom Bikson; Tim Wagner; Lotfi Merabet; Dylan J Edwards; Antoni Valero-Cabre; Alexander Rotenberg; Alvaro Pascual-Leone; Roberta Ferrucci; Alberto Priori; Paulo Sergio Boggio; Felipe Fregni
Journal:  Brain Stimul       Date:  2011-04-01       Impact factor: 8.955

Review 3.  Transcranial direct current stimulation: State of the art 2008.

Authors:  Michael A Nitsche; Leonardo G Cohen; Eric M Wassermann; Alberto Priori; Nicolas Lang; Andrea Antal; Walter Paulus; Friedhelm Hummel; Paulo S Boggio; Felipe Fregni; Alvaro Pascual-Leone
Journal:  Brain Stimul       Date:  2008-07-01       Impact factor: 8.955

4.  Optimization of multifocal transcranial current stimulation for weighted cortical pattern targeting from realistic modeling of electric fields.

Authors:  Giulio Ruffini; Michael D Fox; Oscar Ripolles; Pedro Cavaleiro Miranda; Alvaro Pascual-Leone
Journal:  Neuroimage       Date:  2013-12-15       Impact factor: 6.556

5.  A pipeline for the simulation of transcranial direct current stimulation for realistic human head models using SCIRun/BioMesh3D.

Authors:  Moritz Dannhauer; Dana Brooks; Don Tucker; Rob MacLeod
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2012

6.  Target optimization in transcranial direct current stimulation.

Authors:  Rosalind J Sadleir; Tracy D Vannorsdall; David J Schretlen; Barry Gordon
Journal:  Front Psychiatry       Date:  2012-10-17       Impact factor: 4.157

  6 in total
  7 in total

1.  Computationally optimized ECoG stimulation with local safety constraints.

Authors:  Seyhmus Guler; Moritz Dannhauer; Biel Roig-Solvas; Alexis Gkogkidis; Rob Macleod; Tonio Ball; Jeffrey G Ojemann; Dana H Brooks
Journal:  Neuroimage       Date:  2018-02-07       Impact factor: 6.556

2.  Forward and inverse effects of the complete electrode model in neonatal EEG.

Authors:  S Pursiainen; S Lew; C H Wolters
Journal:  J Neurophysiol       Date:  2016-11-16       Impact factor: 2.714

3.  Evaluation of Numerical Techniques for Solving the Current Injection Problem in Biological Tissues.

Authors:  Damon E Hyde; Moritz Dannhauer; Simon K Warfield; Rob MacLeod; Dana H Brooks
Journal:  Proc IEEE Int Symp Biomed Imaging       Date:  2016-06-16

4.  Transcranial Electrical Neuromodulation Based on the Reciprocity Principle.

Authors:  Mariano Fernández-Corazza; Sergei Turovets; Phan Luu; Erik Anderson; Don Tucker
Journal:  Front Psychiatry       Date:  2016-05-27       Impact factor: 4.157

5.  Comparison between conventional and HD-tDCS of the right inferior frontal gyrus in children and adolescents with ADHD.

Authors:  Carolin Breitling; Tino Zaehle; Moritz Dannhauer; Jana Tegelbeckers; Hans-Henning Flechtner; Kerstin Krauel
Journal:  Clin Neurophysiol       Date:  2020-01-24       Impact factor: 3.708

6.  Cerebellar Lobules Optimal Stimulation (CLOS): A Computational Pipeline to Optimize Cerebellar Lobule-Specific Electric Field Distribution.

Authors:  Zeynab Rezaee; Anirban Dutta
Journal:  Front Neurosci       Date:  2019-04-12       Impact factor: 4.677

7.  Safety of slow-pulsed transcranial electrical stimulation in acute spike suppression.

Authors:  Mark D Holmes; Rui Feng; Mackenzie V Wise; Chengxin Ma; Ceon Ramon; Jinsong Wu; Phan Luu; Jidong Hou; Li Pan; Don M Tucker
Journal:  Ann Clin Transl Neurol       Date:  2019-11-11       Impact factor: 4.511

  7 in total

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