Neural Population Dynamics during Reaching Are Better Explained by a Dynamical System than Representational Tuning
Author
Abstract
Suggested Citation
DOI: 10.1371/journal.pcbi.1005175
Download full text from publisher
References listed on IDEAS
- Leigh R. Hochberg & Daniel Bacher & Beata Jarosiewicz & Nicolas Y. Masse & John D. Simeral & Joern Vogel & Sami Haddadin & Jie Liu & Sydney S. Cash & Patrick van der Smagt & John P. Donoghue, 2012. "Reach and grasp by people with tetraplegia using a neurally controlled robotic arm," Nature, Nature, vol. 485(7398), pages 372-375, May.
- Mark M. Churchland & John P. Cunningham & Matthew T. Kaufman & Justin D. Foster & Paul Nuyujukian & Stephen I. Ryu & Krishna V. Shenoy, 2012. "Neural population dynamics during reaching," Nature, Nature, vol. 487(7405), pages 51-56, July.
- Jonathan C. Kao & Paul Nuyujukian & Stephen I. Ryu & Mark M. Churchland & John P. Cunningham & Krishna V. Shenoy, 2015. "Single-trial dynamics of motor cortex and their applications to brain-machine interfaces," Nature Communications, Nature, vol. 6(1), pages 1-12, November.
- Meel Velliste & Sagi Perel & M. Chance Spalding & Andrew S. Whitford & Andrew B. Schwartz, 2008. "Cortical control of a prosthetic arm for self-feeding," Nature, Nature, vol. 453(7198), pages 1098-1101, June.
- Stephen H. Scott & Paul L. Gribble & Kirsten M. Graham & D. William Cabel, 2001. "Dissociation between hand motion and population vectors from neural activity in motor cortex," Nature, Nature, vol. 413(6852), pages 161-165, September.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
Cited by:
- Tianwei Wang & Yun Chen & Yiheng Zhang & He Cui, 2024. "Multiplicative joint coding in preparatory activity for reaching sequence in macaque motor cortex," Nature Communications, Nature, vol. 15(1), pages 1-15, December.
- Rishi Rajalingham & Aída Piccato & Mehrdad Jazayeri, 2022. "Recurrent neural networks with explicit representation of dynamic latent variables can mimic behavioral patterns in a physical inference task," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
- Svenja Melbaum & Eleonora Russo & David Eriksson & Artur Schneider & Daniel Durstewitz & Thomas Brox & Ilka Diester, 2022. "Conserved structures of neural activity in sensorimotor cortex of freely moving rats allow cross-subject decoding," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
- Vahid Rostami & Thomas Rost & Felix Johannes Schmitt & Sacha Jennifer Albada & Alexa Riehle & Martin Paul Nawrot, 2024. "Spiking attractor model of motor cortex explains modulation of neural and behavioral variability by prior target information," Nature Communications, Nature, vol. 15(1), pages 1-17, December.
- David A. Sabatini & Matthew T. Kaufman, 2024. "Reach-dependent reorientation of rotational dynamics in motor cortex," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Josh Merel & David Carlson & Liam Paninski & John P Cunningham, 2016. "Neuroprosthetic Decoder Training as Imitation Learning," PLOS Computational Biology, Public Library of Science, vol. 12(5), pages 1-24, May.
- Andrey Eliseyev & Tetiana Aksenova, 2016. "Penalized Multi-Way Partial Least Squares for Smooth Trajectory Decoding from Electrocorticographic (ECoG) Recording," PLOS ONE, Public Library of Science, vol. 11(5), pages 1-19, May.
- Andrés Úbeda & Enrique Hortal & Eduardo Iáñez & Carlos Perez-Vidal & Jose M Azorín, 2015. "Assessing Movement Factors in Upper Limb Kinematics Decoding from EEG Signals," PLOS ONE, Public Library of Science, vol. 10(5), pages 1-12, May.
- Han-Lin Hsieh & Maryam M Shanechi, 2018. "Optimizing the learning rate for adaptive estimation of neural encoding models," PLOS Computational Biology, Public Library of Science, vol. 14(5), pages 1-34, May.
- Hong Gi Yeom & June Sic Kim & Chun Kee Chung, 2014. "High-Accuracy Brain-Machine Interfaces Using Feedback Information," PLOS ONE, Public Library of Science, vol. 9(7), pages 1-7, July.
- David A. Sabatini & Matthew T. Kaufman, 2024. "Reach-dependent reorientation of rotational dynamics in motor cortex," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
- Sanaya N. Shroff & Eric Lowet & Sudiksha Sridhar & Howard J. Gritton & Mohammed Abumuaileq & Hua-An Tseng & Cyrus Cheung & Samuel L. Zhou & Krishnakanth Kondabolu & Xue Han, 2023. "Striatal cholinergic interneuron membrane voltage tracks locomotor rhythms in mice," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
- Shan Yu & Andreas Klaus & Hongdian Yang & Dietmar Plenz, 2014. "Scale-Invariant Neuronal Avalanche Dynamics and the Cut-Off in Size Distributions," PLOS ONE, Public Library of Science, vol. 9(6), pages 1-12, June.
- Ian S Howard & David W Franklin, 2015. "Neural Tuning Functions Underlie Both Generalization and Interference," PLOS ONE, Public Library of Science, vol. 10(6), pages 1-21, June.
- Linlin Li & Shufang Zhao & Wenhao Ran & Zhexin Li & Yongxu Yan & Bowen Zhong & Zheng Lou & Lili Wang & Guozhen Shen, 2022. "Dual sensing signal decoupling based on tellurium anisotropy for VR interaction and neuro-reflex system application," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
- Pierre O. Boucher & Tian Wang & Laura Carceroni & Gary Kane & Krishna V. Shenoy & Chandramouli Chandrasekaran, 2023. "Initial conditions combine with sensory evidence to induce decision-related dynamics in premotor cortex," Nature Communications, Nature, vol. 14(1), pages 1-28, December.
- Eric A. Kirk & Keenan T. Hope & Samuel J. Sober & Britton A. Sauerbrei, 2024. "An output-null signature of inertial load in motor cortex," Nature Communications, Nature, vol. 15(1), pages 1-20, December.
- Adrian M Haith & David M Huberdeau & John W Krakauer, 2015. "Hedging Your Bets: Intermediate Movements as Optimal Behavior in the Context of an Incomplete Decision," PLOS Computational Biology, Public Library of Science, vol. 11(3), pages 1-21, March.
- Tobias Pistohl & Thomas Sebastian Benedikt Schmidt & Tonio Ball & Andreas Schulze-Bonhage & Ad Aertsen & Carsten Mehring, 2013. "Grasp Detection from Human ECoG during Natural Reach-to-Grasp Movements," PLOS ONE, Public Library of Science, vol. 8(1), pages 1-11, January.
- Nir Even-Chen & Blue Sheffer & Saurabh Vyas & Stephen I Ryu & Krishna V Shenoy, 2019. "Structure and variability of delay activity in premotor cortex," PLOS Computational Biology, Public Library of Science, vol. 15(2), pages 1-17, February.
- Josh Merel & Donald M Pianto & John P Cunningham & Liam Paninski, 2015. "Encoder-Decoder Optimization for Brain-Computer Interfaces," PLOS Computational Biology, Public Library of Science, vol. 11(6), pages 1-25, June.
- Hagai Lalazar & L F Abbott & Eilon Vaadia, 2016. "Tuning Curves for Arm Posture Control in Motor Cortex Are Consistent with Random Connectivity," PLOS Computational Biology, Public Library of Science, vol. 12(5), pages 1-27, May.
- Ujwal Chaudhary & Bin Xia & Stefano Silvoni & Leonardo G Cohen & Niels Birbaumer, 2017. "Brain–Computer Interface–Based Communication in the Completely Locked-In State," PLOS Biology, Public Library of Science, vol. 15(1), pages 1-25, January.
- Nuri F Ince & Rahul Gupta & Sami Arica & Ahmed H Tewfik & James Ashe & Giuseppe Pellizzer, 2010. "High Accuracy Decoding of Movement Target Direction in Non-Human Primates Based on Common Spatial Patterns of Local Field Potentials," PLOS ONE, Public Library of Science, vol. 5(12), pages 1-11, December.
- Keundong Lee & Angelique C. Paulk & Yun Goo Ro & Daniel R. Cleary & Karen J. Tonsfeldt & Yoav Kfir & John S. Pezaris & Youngbin Tchoe & Jihwan Lee & Andrew M. Bourhis & Ritwik Vatsyayan & Joel R. Mart, 2024. "Flexible, scalable, high channel count stereo-electrode for recording in the human brain," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
Corrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pcbi00:1005175. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ploscompbiol (email available below). General contact details of provider: https://journals.plos.org/ploscompbiol/ .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.