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Articles

A Feedback Information-Theoretic Approach to the Design of Brain–Computer Interfaces

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Pages 5-23 | Published online: 28 Dec 2010

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Aziz Koçanaoğulları, Yeganeh M. Marghi, Murat Akçakaya & Deniz Erdoğmuş. (2019) An active recursive state estimation framework for brain-interfaced typing systems. Brain-Computer Interfaces 6:4, pages 149-161.
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Han-Jeong Hwang, Soyoun Kim, Soobeom Choi & Chang-Hwan Im. (2013) EEG-Based Brain-Computer Interfaces: A Thorough Literature Survey. International Journal of Human–Computer Interaction 29:12, pages 814-826.
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Gregory Canal, Yancy Diaz-Mercado, Magnus Egerstedt & Christopher Rozell. (2023) A Low-Complexity Brain–Computer Interface for High-Complexity Robot Swarm Control. IEEE Transactions on Neural Systems and Rehabilitation Engineering 31, pages 1816-1825.
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Solène Le Bars, Sylvie Chokron, Rodrigo Balp, Khalida Douibi & Florian Waszak. (2021) Theoretical Perspective on an Ideomotor Brain-Computer Interface: Toward a Naturalistic and Non-invasive Brain-Computer Interface Paradigm Based on Action-Effect Representation. Frontiers in Human Neuroscience 15.
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Gregory Canal, Sivabalan Manivasagam, Shaoheng Liang & Christopher Rozell. (2018) INTERACTIVE OBJECT SEGMENTATION WITH NOISY BINARY INPUTS. INTERACTIVE OBJECT SEGMENTATION WITH NOISY BINARY INPUTS.
Awais Ahmad Khan, Ghassan Ali Kbar & Naveed Ahmad. (2017) Comprehensive assessment for motor and visually impaired people using a hierarchical model. Universal Access in the Information Society 17:1, pages 147-160.
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Maryam M. Shanechi. (2017) Brain–Machine Interface Control Algorithms. IEEE Transactions on Neural Systems and Rehabilitation Engineering 25:10, pages 1725-1734.
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Matt Higger, Fernando Quivira, Murat Akcakaya, Mohammad Moghadamfalahi, Hooman Nezamfar, Mujdat Cetin & Deniz Erdogmus. (2017) Recursive Bayesian Coding for BCIs. IEEE Transactions on Neural Systems and Rehabilitation Engineering 25:6, pages 704-714.
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Justin Tantiongloc, Diego A. Mesa, Rui Ma, Sanggyun Kim, Cristian H. Alzate, Jaime J. Camacho, Vidya Manian & Todd P. Coleman. (2017) An Information and Control Framework for Optimizing User-Compliant Human–Computer Interfaces. Proceedings of the IEEE 105:2, pages 273-285.
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Vaishakhi Mayya, Boyla Mainsah & Galen Reeves. (2016) Information-theoretic analysis of refractory effects in the P300 speller. Information-theoretic analysis of refractory effects in the P300 speller.
Vaishakhi Mayya, Boyla Mainsah & Galen Reeves. (2016) Modeling the P300-based brain-computer interface as a channel with memory. Modeling the P300-based brain-computer interface as a channel with memory.
N.J. Hill & J.R. Wolpaw. 2016. Reference Module in Biomedical Sciences. Reference Module in Biomedical Sciences.
Diego Mesa, Sanggyun Kim & Todd Coleman. (2015) A scalable framework to transform samples from one continuous distribution to another. A scalable framework to transform samples from one continuous distribution to another.
Tamara Bonaci, Jeffrey Herron, Charlie Matlack & Howard Jay Chizeck. (2014) Securing the exocortex: A twenty-first century cybernetics challenge. Securing the exocortex: A twenty-first century cybernetics challenge.
Rui Ma & Todd P. Coleman. (2014) Necessary and sufficient conditions for reliability of posterior matching in arbitrary dimensions. Necessary and sufficient conditions for reliability of posterior matching in arbitrary dimensions.
Sanggyun Kim, Christopher J. Quinn, Negar Kiyavash & Todd P. Coleman. (2014) Dynamic and Succinct Statistical Analysis of Neuroscience Data. Proceedings of the IEEE 102:5, pages 683-698.
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Bryan D. He & Lakshminarayan Srinivasan. (2014) Neural shaping with joint optimization of controller and plant under restricted dynamics. Neural shaping with joint optimization of controller and plant under restricted dynamics.
Beatriz A. Pacheco & Ilana A. Souza-Concilio. (2013) Multimodal interfaces: An enactive approach. Multimodal interfaces: An enactive approach.
Sanggyun Kim, Rui Ma, Diego Mesa & Todd P. Coleman. (2013) Efficient Bayesian inference methods via convex optimization and optimal transport. Efficient Bayesian inference methods via convex optimization and optimal transport.
Manuel LagangLakshminarayan Srinivasan. (2013) Stochastic Optimal Control as a Theory of Brain-Machine Interface Operation. Neural Computation 25:2, pages 374-417.
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Rui Ma, Navid Aghasadeghi, Julian Jarzebowski, Timothy Bretl & Todd P. Coleman. (2012) A Stochastic Control Approach to Optimally Designing Hierarchical Flash Sets in P300 Communication Prostheses. IEEE Transactions on Neural Systems and Rehabilitation Engineering 20:1, pages 102-112.
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Rui Ma & Todd P. Coleman. (2011) Generalizing the Posterior Matching Scheme to higher dimensions via optimal transportation. Generalizing the Posterior Matching Scheme to higher dimensions via optimal transportation.
Jeremy Hill, Peter Brunner & Theresa Vaughan. 2011. Foundations of Augmented Cognition. Directing the Future of Adaptive Systems. Foundations of Augmented Cognition. Directing the Future of Adaptive Systems 500 506 .
Siva K. Gorantla & Todd P. Coleman. (2010) On reversible Markov chains and maximization of directed information. On reversible Markov chains and maximization of directed information.

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