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For: Inoue Y, Mao H, Suway SB, Orellana J, Schwartz AB. Decoding arm speed during reaching. Nat Commun 2018;9:5243. [PMID: 30531921 PMCID: PMC6286377 DOI: 10.1038/s41467-018-07647-3] [Citation(s) in RCA: 34] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2018] [Accepted: 11/08/2018] [Indexed: 11/18/2022]  Open
Number Cited by Other Article(s)
1
Kuo YT, Wang HL, Chen BW, Wang CF, Lo YC, Lin SH, Chen PC, Chen YY. Degradation-aware neural imputation: Advancing decoding stability in brain machine interfaces. APL Bioeng 2025;9:026106. [PMID: 40247859 PMCID: PMC12005879 DOI: 10.1063/5.0250296] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2024] [Accepted: 04/08/2025] [Indexed: 04/19/2025]  Open
2
Li K, Liang H, Qiu J, Zhang X, Cai B, Wang D, Zhang D, Lin B, Han H, Yang G, Zhu Z. Reveal the mechanism of brain function with fluorescence microscopy at single-cell resolution: from neural decoding to encoding. J Neuroeng Rehabil 2025;22:118. [PMID: 40426214 PMCID: PMC12107988 DOI: 10.1186/s12984-025-01655-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2025] [Accepted: 05/17/2025] [Indexed: 05/29/2025]  Open
3
Zhang Y, Chen Y, Wang T, Cui H. Neural geometry from mixed sensorimotor selectivity for predictive sensorimotor control. eLife 2025;13:RP100064. [PMID: 40310450 PMCID: PMC12045623 DOI: 10.7554/elife.100064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/02/2025]  Open
4
Smoulder AL, Marino PJ, Oby ER, Snyder SE, Batista AP, Chase SM. Reward influences movement vigor through multiple motor cortical mechanisms. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.04.09.648001. [PMID: 40291660 PMCID: PMC12027334 DOI: 10.1101/2025.04.09.648001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/30/2025]
5
Qi Y, Zhu X, Xiong X, Yang X, Ding N, Wu H, Xu K, Zhu J, Zhang J, Wang Y. Human motor cortex encodes complex handwriting through a sequence of stable neural states. Nat Hum Behav 2025:10.1038/s41562-025-02157-x. [PMID: 40175631 DOI: 10.1038/s41562-025-02157-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2024] [Accepted: 02/28/2025] [Indexed: 04/04/2025]
6
Moreno A, de Lafuente V, Merchant H. Time Varying Encoding of Grasping Type and Force in the Primate Motor Cortex. eNeuro 2025;12:ENEURO.0010-25.2025. [PMID: 40246551 PMCID: PMC12037165 DOI: 10.1523/eneuro.0010-25.2025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2025] [Revised: 04/07/2025] [Accepted: 04/11/2025] [Indexed: 04/19/2025]  Open
7
Tessari F, West AM, Hogan N. Explaining human motor coordination via the synergy expansion hypothesis. Proc Natl Acad Sci U S A 2025;122:e2501705122. [PMID: 40146855 PMCID: PMC12002196 DOI: 10.1073/pnas.2501705122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2025] [Accepted: 02/18/2025] [Indexed: 03/29/2025]  Open
8
Alcolea PI, Ma X, Bodkin K, Miller LE, Danziger ZC. Less is more: selection from a small set of options improves BCI velocity control. J Neural Eng 2025;22:10.1088/1741-2552/adbcd9. [PMID: 40043320 PMCID: PMC12051477 DOI: 10.1088/1741-2552/adbcd9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2024] [Accepted: 03/05/2025] [Indexed: 03/12/2025]
9
Mao H, Hasse BA, Schwartz AB. Hybrid Neural Network Models Explain Cortical Neuronal Activity During Volitional Movement. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.02.20.636945. [PMID: 40027649 PMCID: PMC11870545 DOI: 10.1101/2025.02.20.636945] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 03/05/2025]
10
Agudelo-Toro A, Michaels JA, Sheng WA, Scherberger H. Accurate neural control of a hand prosthesis by posture-related activity in the primate grasping circuit. Neuron 2024;112:4115-4129.e8. [PMID: 39419024 DOI: 10.1016/j.neuron.2024.09.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2023] [Revised: 03/15/2024] [Accepted: 09/19/2024] [Indexed: 10/19/2024]
11
Haghi B, Aflalo T, Kellis S, Guan C, Gamez de Leon JA, Huang AY, Pouratian N, Andersen RA, Emami A. Enhanced control of a brain-computer interface by tetraplegic participants via neural-network-mediated feature extraction. Nat Biomed Eng 2024:10.1038/s41551-024-01297-1. [PMID: 39643728 DOI: 10.1038/s41551-024-01297-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Accepted: 10/27/2024] [Indexed: 12/09/2024]
12
Chang YJ, Chen YI, Stealey HM, Zhao Y, Lu HY, Contreras-Hernandez E, Baker MN, Castillo E, Yeh HC, Santacruz SR. Multiscale effective connectivity analysis of brain activity using neural ordinary differential equations. PLoS One 2024;19:e0314268. [PMID: 39630698 PMCID: PMC11616886 DOI: 10.1371/journal.pone.0314268] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Accepted: 11/07/2024] [Indexed: 12/07/2024]  Open
13
Park S, Lipton M, Dadarlat MC. Decoding multi-limb movements from two-photon calcium imaging of neuronal activity using deep learning. J Neural Eng 2024;21:066006. [PMID: 39508456 DOI: 10.1088/1741-2552/ad83c0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2024] [Accepted: 09/26/2024] [Indexed: 11/15/2024]
14
Zhang H, Jiao L, Yang S, Li H, Jiang X, Feng J, Zou S, Xu Q, Gu J, Wang X, Wei B. Brain-computer interfaces: the innovative key to unlocking neurological conditions. Int J Surg 2024;110:5745-5762. [PMID: 39166947 PMCID: PMC11392146 DOI: 10.1097/js9.0000000000002022] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Accepted: 07/30/2024] [Indexed: 08/23/2024]
15
Li Y, Zhu X, Qi Y, Wang Y. Revealing unexpected complex encoding but simple decoding mechanisms in motor cortex via separating behaviorally relevant neural signals. eLife 2024;12:RP87881. [PMID: 39120996 PMCID: PMC11315449 DOI: 10.7554/elife.87881] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/11/2024]  Open
16
Schwartze KC, Lee WH, Rouse AG. Initial and corrective submovement encoding differences within primary motor cortex during precision reaching. J Neurophysiol 2024;132:433-445. [PMID: 38985937 PMCID: PMC11427045 DOI: 10.1152/jn.00269.2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Revised: 06/28/2024] [Accepted: 07/01/2024] [Indexed: 07/12/2024]  Open
17
Jiang H, Bu X, Sui X, Tang H, Pan X, Chen Y. Spike Neural Network of Motor Cortex Model for Arm Reaching Control. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2024;2024:1-4. [PMID: 40039622 DOI: 10.1109/embc53108.2024.10781802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/06/2025]
18
Alcolea P, Ma X, Bodkin K, Miller LE, Danziger ZC. Less is more: selection from a small set of options improves BCI velocity control. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.03.596241. [PMID: 38895473 PMCID: PMC11185569 DOI: 10.1101/2024.06.03.596241] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/21/2024]
19
Rodriguez AC, Perich MG, Miller L, Humphries MD. Motor cortex latent dynamics encode spatial and temporal arm movement parameters independently. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2023.05.26.542452. [PMID: 37292834 PMCID: PMC10246015 DOI: 10.1101/2023.05.26.542452] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/10/2023]
20
Tankus A, Rosenberg N, Ben-Hamo O, Stern E, Strauss I. Machine learning decoding of single neurons in the thalamus for speech brain-machine interfaces. J Neural Eng 2024;21:036009. [PMID: 38648783 DOI: 10.1088/1741-2552/ad4179] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2023] [Accepted: 04/22/2024] [Indexed: 04/25/2024]
21
Wei 魏赣超 G, Tajik Mansouri زینب تاجیک منصوری Z, Wang 王晓婧 X, Stevenson IH. Calibrating Bayesian Decoders of Neural Spiking Activity. J Neurosci 2024;44:e2158232024. [PMID: 38538143 PMCID: PMC11063820 DOI: 10.1523/jneurosci.2158-23.2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Revised: 01/29/2024] [Accepted: 03/11/2024] [Indexed: 05/03/2024]  Open
22
Wang T, Chen Y, Zhang Y, Cui H. Multiplicative joint coding in preparatory activity for reaching sequence in macaque motor cortex. Nat Commun 2024;15:3153. [PMID: 38605030 PMCID: PMC11009282 DOI: 10.1038/s41467-024-47511-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Accepted: 04/02/2024] [Indexed: 04/13/2024]  Open
23
Tessari F, Hermus J, Sugimoto-Dimitrova R, Hogan N. Brownian processes in human motor control support descending neural velocity commands. Sci Rep 2024;14:8341. [PMID: 38594312 PMCID: PMC11004188 DOI: 10.1038/s41598-024-58380-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2023] [Accepted: 03/28/2024] [Indexed: 04/11/2024]  Open
24
Khazali MF, Wong YT, Dean HL, Hagan MA, Fabiszak MM, Pesaran B. Putative cell-type-specific multiregional mode in posterior parietal cortex during coordinated visual behavior. Neuron 2023;111:1979-1992.e7. [PMID: 37044088 PMCID: PMC10935574 DOI: 10.1016/j.neuron.2023.03.023] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Revised: 01/09/2023] [Accepted: 03/16/2023] [Indexed: 04/14/2023]
25
Guan C, Aflalo T, Kadlec K, Gámez de Leon J, Rosario ER, Bari A, Pouratian N, Andersen RA. Decoding and geometry of ten finger movements in human posterior parietal cortex and motor cortex. J Neural Eng 2023;20:036020. [PMID: 37160127 PMCID: PMC10209510 DOI: 10.1088/1741-2552/acd3b1] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Revised: 03/24/2023] [Accepted: 05/09/2023] [Indexed: 05/11/2023]
26
Wan Z, Liu T, Ran X, Liu P, Chen W, Zhang S. The influence of non-stationarity of spike signals on decoding performance in intracortical brain-computer interface: a simulation study. Front Comput Neurosci 2023;17:1135783. [PMID: 37251598 PMCID: PMC10213332 DOI: 10.3389/fncom.2023.1135783] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2023] [Accepted: 04/28/2023] [Indexed: 05/31/2023]  Open
27
Bachschmid-Romano L, Hatsopoulos NG, Brunel N. Interplay between external inputs and recurrent dynamics during movement preparation and execution in a network model of motor cortex. eLife 2023;12:77690. [PMID: 37166452 PMCID: PMC10174693 DOI: 10.7554/elife.77690] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Accepted: 03/09/2023] [Indexed: 05/12/2023]  Open
28
Wang T, Chen Y, Cui H. From Parametric Representation to Dynamical System: Shifting Views of the Motor Cortex in Motor Control. Neurosci Bull 2022;38:796-808. [PMID: 35298779 PMCID: PMC9276910 DOI: 10.1007/s12264-022-00832-x] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2021] [Accepted: 11/29/2021] [Indexed: 11/01/2022]  Open
29
Tankus A, Solomon L, Aharony Y, Faust-Socher A, Strauss I. Machine learning algorithm for decoding multiple subthalamic spike trains for speech brain-machine interfaces. J Neural Eng 2021;18. [PMID: 34695815 DOI: 10.1088/1741-2552/ac3315] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Accepted: 10/25/2021] [Indexed: 11/11/2022]
30
Matić A, Valerjev P, Gomez-Marin A. Hierarchical Control of Visually-Guided Movements in a 3D-Printed Robot Arm. Front Neurorobot 2021;15:755723. [PMID: 34776921 PMCID: PMC8589028 DOI: 10.3389/fnbot.2021.755723] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2021] [Accepted: 10/08/2021] [Indexed: 11/13/2022]  Open
31
Johnson T, Taylor D. Improving reaching with functional electrical stimulation by incorporating stiffness modulation. J Neural Eng 2021;18. [PMID: 34644693 DOI: 10.1088/1741-2552/ac2f7a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Accepted: 10/13/2021] [Indexed: 11/12/2022]
32
Lopes-Dias C, Sburlea AI, Breitegger K, Wyss D, Drescher H, Wildburger R, Müller-Putz GR. Online asynchronous detection of error-related potentials in participants with a spinal cord injury using a generic classifier. J Neural Eng 2021;18:046022. [PMID: 33779576 DOI: 10.1088/1741-2552/abd1eb] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
33
Sosnik R, Li Z. Reconstruction of hand, elbow and shoulder actual and imagined trajectories in 3D space using EEG current source dipoles. J Neural Eng 2021;18. [PMID: 33752186 DOI: 10.1088/1741-2552/abf0d7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2020] [Accepted: 03/22/2021] [Indexed: 11/12/2022]
34
Kobler RJ, Sburlea AI, Mondini V, Hirata M, Müller-Putz GR. Distance- and speed-informed kinematics decoding improves M/EEG based upper-limb movement decoder accuracy. J Neural Eng 2020;17:056027. [PMID: 33146148 DOI: 10.1088/1741-2552/abb3b3] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
35
Nguyen AT, Xu J, Jiang M, Luu DK, Wu T, Tam WK, Zhao W, Drealan MW, Overstreet CK, Zhao Q, Cheng J, Keefer E, Yang Z. A bioelectric neural interface towards intuitive prosthetic control for amputees. J Neural Eng 2020;17. [PMID: 33091891 DOI: 10.1088/1741-2552/abc3d3] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Accepted: 10/22/2020] [Indexed: 01/17/2023]
36
Suway SB, Schwartz AB. Activity in Primary Motor Cortex Related to Visual Feedback. Cell Rep 2020;29:3872-3884.e4. [PMID: 31851920 DOI: 10.1016/j.celrep.2019.11.069] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2019] [Revised: 09/16/2019] [Accepted: 11/15/2019] [Indexed: 01/06/2023]  Open
37
Kennedy SD, Schwartz AB. Distributed processing of movement signaling. Proc Natl Acad Sci U S A 2019;116:26266-26273. [PMID: 31871180 PMCID: PMC6936589 DOI: 10.1073/pnas.1902296116] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]  Open
38
Willett FR, Young DR, Murphy BA, Memberg WD, Blabe CH, Pandarinath C, Stavisky SD, Rezaii P, Saab J, Walter BL, Sweet JA, Miller JP, Henderson JM, Shenoy KV, Simeral JD, Jarosiewicz B, Hochberg LR, Kirsch RF, Bolu Ajiboye A. Principled BCI Decoder Design and Parameter Selection Using a Feedback Control Model. Sci Rep 2019;9:8881. [PMID: 31222030 PMCID: PMC6586941 DOI: 10.1038/s41598-019-44166-7] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2018] [Accepted: 03/04/2019] [Indexed: 02/01/2023]  Open
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