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Direction and speed tuning of motor-cortex multi-unit activity and local field potentials during reaching movements

Sagi Perel, Patrick T. Sadtler, Jason M. Godlove, Stephen I. Ryu, Wei Wang, Aaron P. Batista, Steven M. Chase
<span title="">2013</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/lhepmwuwpjhuvaie6zkwbkjaae" style="color: black;">2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)</a> </i> &nbsp;
Primary motor-cortex multi-unit activity (MUA) and local-field potentials (LFPs) have both been suggested as potential control signals for brain-computer interfaces (BCIs) aimed at movement restoration  ...  Here, we use regression and mutual information analyses to study how MUA and LFP encode various kinematic parameters during reaching movements.  ...  In recent years, single-unit activity (SUA), multi-unit activity (MUA) and local-field potentials (LFPs) have been proposed as possible control signals for BCIs.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/embc.2013.6609496">doi:10.1109/embc.2013.6609496</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/24109683">pmid:24109683</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC4433020/">pmcid:PMC4433020</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rvj3lzmalfgadgqcsc5wji5y2u">fatcat:rvj3lzmalfgadgqcsc5wji5y2u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170822002244/http://www.cnbc.cmu.edu:80/~schase/docs/perel_embc_2013.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/67/fc/67fc1000d4c8f7ea1686bd2eaaf89c9a0e58bcf3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/embc.2013.6609496"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4433020" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Local Field Potential Spectral Tuning in Motor Cortex During Reaching

D.A. Heldman, W. Wang, S.S. Chan, D.W. Moran
<span title="">2006</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/kujklva47vealdwew7xiv34ble" style="color: black;">IEEE transactions on neural systems and rehabilitation engineering</a> </i> &nbsp;
In this paper, intracortical local field potentials (LFPs) and single units were recorded from the motor cortices of monkeys (Macaca fascicularis) while they preformed a standard three-dimensional (3-D  ...  Index Terms-Brain-computer interface (BCI), local field potential (LFP), motor cortex. Biological Cybernetics, 72012 Tübingen, Germany. M. Schröder is with the  ...  Loschen for training the animals and assisting in the experiments.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tnsre.2006.875549">doi:10.1109/tnsre.2006.875549</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/16792288">pmid:16792288</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gbpcanhevfcafaicro7bfyfdo4">fatcat:gbpcanhevfcafaicro7bfyfdo4</a> </span>
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Representation of Stimulus Speed and Direction in Vibrissal-Sensitive Regions of the Trigeminal Nuclei: A Comparison of Single Unit and Population Responses

Aniket S. Kaloti, Erik C. Johnson, Chris S. Bresee, Stephanie N. Naufel, Matthew G. Perich, Douglas L. Jones, Mitra J. Z. Hartmann, Maurice J. Chacron
<span title="2016-07-27">2016</span> <i title="Public Library of Science (PLoS)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s3gm7274mfe6fcs7e3jterqlri" style="color: black;">PLoS ONE</a> </i> &nbsp;
Interestingly, using a simple decoding strategy for the local field potentials and spike trains, classification of speed and direction was higher for field potentials than for single unit spike trains,  ...  Specifically, we recorded both single-unit spikes and local field potentials from fifteen sites in spinal trigeminal nucleus interpolaris and oralis while systematically varying the speed and direction  ...  Multi-unit activity is more strongly tuned for speed and direction than single unit spike rates As described above, the analysis of single unit spike rates showed a significant variation with speed and  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1371/journal.pone.0158399">doi:10.1371/journal.pone.0158399</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/27463524">pmid:27463524</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC4963183/">pmcid:PMC4963183</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/o7cfb72z2rer7hukst2ej5r7je">fatcat:o7cfb72z2rer7hukst2ej5r7je</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171011215355/http://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0158399&amp;type=printable" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/0b/d3/0bd33025f53d639b4074f629870392d3453657b9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1371/journal.pone.0158399"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> plos.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4963183" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Inferring hand movement kinematics from MEG, EEG and intracranial EEG: From brain-machine interfaces to motor rehabilitation

K. Jerbi, J.R. Vidal, J. Mattout, E. Maby, F. Lecaignard, T. Ossandon, C.M. Hamamé, S.S. Dalal, R. Bouet, J.-P. Lachaux, R.M. Leahy, S. Baillet (+3 others)
<span title="">2011</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/fzmybqbfvzewdoqdiknm6tps6q" style="color: black;">IRBM</a> </i> &nbsp;
First, a growing body of research over the last decade has shown that the local field potential (LFP) signal, which represents the summed activity of a neuronal population, can encode movement parameters  ...  Invasive BMI systems can successfully decode movement trajectories from the spiking activity of neurons in primary motor cortex and posterior parietal cortex.  ...  Acknowledgements Funding was provided by the Fondation pour la Recherche Médicale (FRM) and in part by OpenViBE 2 (ANR-RNTL) and NIH grants R01 EB002010 and R01 EB009048.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.irbm.2010.12.004">doi:10.1016/j.irbm.2010.12.004</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ywwpr6wqmzav3gmkptexncpiiq">fatcat:ywwpr6wqmzav3gmkptexncpiiq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190227142137/http://pdfs.semanticscholar.org/7c6f/54e362ca3003219b067268bf6746d2ed8426.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/7c/6f/7c6f54e362ca3003219b067268bf6746d2ed8426.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.irbm.2010.12.004"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Spike Synchronization and Rate Modulation Differentially Involved in Motor Cortical Function

A. Riehle
<span title="1997-12-12">1997</span> <i title="American Association for the Advancement of Science (AAAS)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/qirzh7firjdsjhg4tutxtir6ey" style="color: black;">Science</a> </i> &nbsp;
Riehle A, Requin J (1993) The predictive value for performance speed of preparatory changes in neuronal activity of the monkey motor and premotor cortex. Behav Brain Res 53: 35-49 10.  ...  Riehle A, Requin J (1989) Monkey primary and premotor cortex: single-cell activity related to prior information about direction and extent of an intended movement. J Neurophysiol 61: 534-549 5.  ...  Kilavik BE, Ponce-Alvarez A, Riehle A (2008) Frequency and amplitude modulations of motor cortical local field potentials during temporal attention and movement preparation.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1126/science.278.5345.1950">doi:10.1126/science.278.5345.1950</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/9395398">pmid:9395398</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/gjvbqeljvbfgrdatwukh6sw3yu">fatcat:gjvbqeljvbfgrdatwukh6sw3yu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170829040237/http://www.int.univ-amu.fr/IMG/pdf/complete-Publication-list_AlexaRiehle-2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ec/80/ec8046cd06e7a7dd924077005194bfe2398f4e84.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1126/science.278.5345.1950"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> sciencemag.org </button> </a>

A Neural Network Model of Cortical Activity during Reaching

Ronald Kettner, Joanne Marcario, Nicholas Port
<span title="">1993</span> <i title="MIT Press - Journals"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rvtepewc6vewtddjhxdnivd43q" style="color: black;">Journal of Cognitive Neuroscience</a> </i> &nbsp;
A comparison of movement direction-related versus load direction-related activity in primate motor cortex, us- ing a two-dimensional reaching task. Journal of Neurosci- ence, 9, 2080-2102.  ...  movement, C is the unit's preferred direction, d(M) is the activity of the unit during movement in direction M, 98cm is the angle between the unit’s preferred direction and the actual direction of movement  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1162/jocn.1993.5.1.14">doi:10.1162/jocn.1993.5.1.14</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/23972117">pmid:23972117</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qidjejvuqjdjnocpozwlq7g2hy">fatcat:qidjejvuqjdjnocpozwlq7g2hy</a> </span>
<a target="_blank" rel="noopener" href="https://archive.org/details/sim_journal-of-cognitive-neuroscience_winter-1993_5_1/page/14" title="read fulltext microfilm" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Archive [Microfilm] <div class="menu fulltext-thumbnail"> <img src="https://archive.org/serve/sim_journal-of-cognitive-neuroscience_winter-1993_5_1/__ia_thumb.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1162/jocn.1993.5.1.14"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> mitpressjournals.org </button> </a>

A review on directional information in neural signals for brain-machine interfaces

Stephan Waldert, Tobias Pistohl, Christoph Braun, Tonio Ball, Ad Aertsen, Carsten Mehring
<span title="">2009</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/7hv2fpxexvcfdabutsdakldzme" style="color: black;">Journal of Physiology - Paris</a> </i> &nbsp;
This approach has been successfully applied in monkeys and humans by accurately extracting parameters of movements from the spiking activity of multiple single-units.  ...  decode movement direction and continuous movement trajectories.  ...  Acknowledgments This work was partially supported by the German Federal Ministry of Education, research grants 01GQ0420, 01GQ0761 TP 1, 0313891, and a scholarship from the German National Academic Foundation  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jphysparis.2009.08.007">doi:10.1016/j.jphysparis.2009.08.007</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/19665554">pmid:19665554</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lj7ur23egnf73cbddxkcrtlfse">fatcat:lj7ur23egnf73cbddxkcrtlfse</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20110912160656/http://material.brainworks.uni-freiburg.de/publications-brainworks/2009/journal%20papers/waldert-jphysiolparis-2009.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/19/c7/19c7305f8951207ee1182dbbf0e2219dc46c234c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jphysparis.2009.08.007"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Predicting voluntary movements from motor cortical activity with neuromorphic hardware

I.-A. Lungu, A. Riehle, M. P. Nawrot, M. Schmuker
<span title="2017-03-01">2017</span> <i title="IBM"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cr766v23pncdhc7hmikak4m7pi" style="color: black;">IBM Journal of Research and Development</a> </i> &nbsp;
Neurons in mammalian motor cortex encode physical parameters of voluntary movements during planning and execution of a motor task.  ...  Here, we implemented a spiking neural network that decodes movement intentions from the activity of individual neurons recorded in the motor cortex of a monkey.  ...  Riehle is Research Director at the CNRS and studies higher cortical processes involved in movement preparation and execution and visuomotor integration by using massively parallel multi-electrode recording  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1147/jrd.2017.2656063">doi:10.1147/jrd.2017.2656063</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/v5hqeqgg75hz5ebfzy34eynszy">fatcat:v5hqeqgg75hz5ebfzy34eynszy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200310165007/https://uhra.herts.ac.uk/bitstream/handle/2299/18208/Lungu_et_al_Predicting_voluntary_movements.pdf;jsessionid=994056A2DAEDCC18990C5DB3AD96A269?sequence=2" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/72/28/7228880a8be02dffe70fcff2f34596e09b9cab80.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1147/jrd.2017.2656063"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Cognitive Neural Prosthetics

Richard A. Andersen, Eun Jung Hwang, Grant H. Mulliken
<span title="">2010</span> <i title="Annual Reviews"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/lxxsxcluozf4ndg54kgqqiejre" style="color: black;">Annual Review of Psychology</a> </i> &nbsp;
We review a number of high-level cortical signals and their application for CNPs, including intention, motor imagery, decision making, forward estimation, executive function, attention, learning, and multi-effector  ...  movement planning.  ...  Eb Fetz and Michael Campos for discussions during the preparation of this review. We thank Dr. Viktor Shcherbatyuk, Tessa Yao, Kelsíe Pejsa, and Nicole Sammons for technical and editorial assistance.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1146/annurev.psych.093008.100503">doi:10.1146/annurev.psych.093008.100503</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/19575625">pmid:19575625</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC2849803/">pmcid:PMC2849803</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/wmtjaogx65as3acei627ikkinm">fatcat:wmtjaogx65as3acei627ikkinm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20151023181803/http://www.vis.caltech.edu/documents/38-andersen_2010.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/11/62/11621edf57afcf91e438ce7da3725cd347c7904c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1146/annurev.psych.093008.100503"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2849803" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

From Intention to Action: Motor Cortex and the Control of Reaching Movements [chapter]

John F. Kalaska
<span title="">2009</span> <i title="Springer US"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/er3gzecicffxdofml2pzi2i6pa" style="color: black;">Advances in Experimental Medicine and Biology</a> </i> &nbsp;
The main issue concerns the degree to which the descending motor command emanating from the motor cortex specifies the spatiotemporal form of a movement or its causal forces, torques and muscle activity  ...  Those first studies initiated a debate about the role of the motor cortex in the control of voluntary movement that continues to this day.  ...  New Emerging Team Grant in Computational Neuroscience, all from the Canadian Institutes of Health Research, and an infrastructure grant from the FRSQ.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-0-387-77064-2_8">doi:10.1007/978-0-387-77064-2_8</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/19227499">pmid:19227499</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jgoju2nbcndjbdp3mixvct3aty">fatcat:jgoju2nbcndjbdp3mixvct3aty</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190221003442/http://pdfs.semanticscholar.org/2a8d/d9cf75024c1dfacf15fc24d8df7d4ece4cd4.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/2a/8d/2a8dd9cf75024c1dfacf15fc24d8df7d4ece4cd4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-0-387-77064-2_8"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Emerging ideas and tools to study the emergent properties of the cortical neural circuits for voluntary motor control in non-human primates

John F. Kalaska
<span title="2019-05-29">2019</span> <i title="F1000 ( Faculty of 1000 Ltd)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/lz7xw3k77zcg5f66jhfurufu64" style="color: black;">F1000Research</a> </i> &nbsp;
Experiments were guided by motor-control models that proposed that the motor system attempted to plan and control specific parameters of a desired action, such as the direction, speed or causal forces  ...  of a reaching movement in specific coordinate frameworks, and that assumed that the controlled parameters would be expressed in the task-related activity of single neurons.  ...  Acknowledgements I thank Mark Churchland, Dan O'Shea, Paul Cisek and Andrea Green for many invaluable discussions during the preparation of this review and for very constructive comments on early drafts  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.12688/f1000research.17161.1">doi:10.12688/f1000research.17161.1</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/31275561">pmid:31275561</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC6544130/">pmcid:PMC6544130</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/r66j7pzzhjasnbvvceswonxdsm">fatcat:r66j7pzzhjasnbvvceswonxdsm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200215113250/https://f1000researchdata.s3.amazonaws.com/manuscripts/18761/62efe1b3-c7a9-4200-beeb-5837714bdb4a_17161_-_john_kalaska.pdf?doi=10.12688/f1000research.17161.1&amp;numberOfBrowsableCollections=20&amp;numberOfBrowsableInstitutionalCollections=5&amp;numberOfBrowsableGateways=22" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/8b/28/8b28e60e082764865cabc9366a48968fab093026.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.12688/f1000research.17161.1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6544130" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Functional Connectivity and Tuning Curves in Populations of Simultaneously Recorded Neurons

Ian H. Stevenson, Brian M. London, Emily R. Oby, Nicholas A. Sachs, Jacob Reimer, Bernhard Englitz, Stephen V. David, Shihab A. Shamma, Timothy J. Blanche, Kenji Mizuseki, Amin Zandvakili, Nicholas G. Hatsopoulos (+3 others)
<span title="2012-11-15">2012</span> <i title="Public Library of Science (PLoS)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ch57atmlprauhhbqdf7x4ytejm" style="color: black;">PLoS Computational Biology</a> </i> &nbsp;
Here we use statistical modeling and simultaneous multi-electrode recordings to explore the relationship between these interactions and tuning curves in six different brain areas.  ...  Modeling functional interactions improves both encoding and decoding accuracy by accounting for noise correlations and features of the external world that tuning curves fail to capture.  ...  Acknowledgments Many thanks to Adam Kohn, Gyorgy Buzsaki, and Joshua Vogelstein for helpful comments.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1371/journal.pcbi.1002775">doi:10.1371/journal.pcbi.1002775</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/23166484">pmid:23166484</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC3499254/">pmcid:PMC3499254</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5fieoiyejjbzfeutm2crvyrvhq">fatcat:5fieoiyejjbzfeutm2crvyrvhq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171015140036/http://journals.plos.org/ploscompbiol/article/file?id=10.1371/journal.pcbi.1002775&amp;type=printable" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/bf/42/bf42fedc7dbaa1256c0f30291f3f90dd76e019c4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1371/journal.pcbi.1002775"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> plos.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3499254" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Learning to move machines with the mind

Andrea M. Green, John F. Kalaska
<span title="">2011</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/53wtswjt2balnct24ywxu4bzzu" style="color: black;">Trends in Neurosciences</a> </i> &nbsp;
Acknowledgments The preparation of this manuscript was supported by a Canadian Institutes of Health Research operating grant (J.K. and A.G.), a salary support grant from the Fonds de la Recherche en Santé  ...  du Québec (FRSQ) (A.G.) and an infrastructure grant from the FRSQ.  ...  These include magnetoencephalograms (MEG) and electroencephalograms (EEG) recorded on the scalp, electrocorticograms (ECoG) recorded on the dura, and local field potentials (LFP) and single-or multi-neuron  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.tins.2010.11.003">doi:10.1016/j.tins.2010.11.003</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/21176975">pmid:21176975</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/pzc3seza5fe23jlvyt5w65b34m">fatcat:pzc3seza5fe23jlvyt5w65b34m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170812014931/http://www.math.pitt.edu/~cbsg/Materials/green2011.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/95/af/95af944329c3fd3f980d449b6a02d86917a513ae.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.tins.2010.11.003"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Navigating actions through the rodent parietal cortex

Jonathan R. Whitlock
<span title="2014-05-13">2014</span> <i title="Frontiers Media SA"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/adcuz6lgabeidhngmk32v7egkq" style="color: black;">Frontiers in Human Neuroscience</a> </i> &nbsp;
Recent work sought to discern the relative strength of spatial vs. motor signaling in PPC by recording single unit activity in PPC of freely behaving rats during selective changes in either the spatial  ...  In light of these and other recent findings in the field, I propose that one of the key contributions of PPC to navigation is the synthesis of goal-directed behavioral sequences, and that the rodent PPC  ...  One can therefore monitor precisely running speed and direction through any virtual environment.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3389/fnhum.2014.00293">doi:10.3389/fnhum.2014.00293</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/24860475">pmid:24860475</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC4026689/">pmcid:PMC4026689</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/t45vzaovebbl3pk25wlbxttkha">fatcat:t45vzaovebbl3pk25wlbxttkha</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20171007040409/http://publisher-connector.core.ac.uk/resourcesync/data/Frontiers/pdf/857/aHR0cDovL2pvdXJuYWwuZnJvbnRpZXJzaW4ub3JnL2FydGljbGUvMTAuMzM4OS9mbmh1bS4yMDE0LjAwMjkzL3BkZg%3D%3D.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/9f/37/9f37047cb85f4259260e30fc53dcdd24266ae6fb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3389/fnhum.2014.00293"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> frontiersin.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4026689" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

The human primary somatosensory cortex encodes imagined movement in the absence of sensory information

Matiar Jafari, Tyson Aflalo, Srinivas Chivukula, Spencer Sterling Kellis, Michelle Armenta Salas, Sumner Lee Norman, Kelsie Pejsa, Charles Yu Liu, Richard Alan Andersen
<span title="2020-12-11">2020</span> <i title="Springer Science and Business Media LLC"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/mzxttxs3pbflldxliejplve56e" style="color: black;">Communications Biology</a> </i> &nbsp;
These results imply a potential role for primary somatosensory cortex in cognitive imagery, engagement during motor production in the absence of sensation or expected sensation, and suggest that somatosensory  ...  Here we show that single units in human primary somatosensory cortex encode imagined reaches in a cognitive motor task, but not other sensory–motor variables such as movement plans or imagined arm position  ...  Acknowledgements This work was supported by the National Institute of Health (R01EY015545, 5U01NS098975-02), the Tianqiao and Chrissy Chen Brain-machine Interface Center at Caltech, the Conte Center for  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1038/s42003-020-01484-1">doi:10.1038/s42003-020-01484-1</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/33311578">pmid:33311578</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC7732821/">pmcid:PMC7732821</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/puqlnbsse5cklkoyni646za56y">fatcat:puqlnbsse5cklkoyni646za56y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210125093215/https://www.nature.com/articles/s42003-020-01484-1.pdf?error=cookies_not_supported&amp;code=afe0d5b4-1d5b-4ecf-9aaf-44a7d63a04cc" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a7/1b/a71ba88229850ac66ca080404728270bff0c02ee.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1038/s42003-020-01484-1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7732821" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>
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