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Open AccessJournal ArticleDOI

Direct Electrical Stimulation in Electrocorticographic Brain-Computer Interfaces: Enabling Technologies for Input to Cortex.

TLDR
The use of direct electrical stimulation of the brain for the clinical treatment of disorders such as epilepsy and Parkinson's disease has been studied in this paper, where the authors discuss the advantages and opportunities, as well as the barriers and challenges presented by using DES in an ECoG-BCI.
Abstract
Electrocorticographic brain computer interfaces (ECoG-BCIs) offer tremendous opportunities for restoring function in individuals suffering from neurological damage and for advancing basic neuroscience knowledge. ECoG electrodes are already commonly used clinically for monitoring epilepsy and have greater spatial specificity in recording neuronal activity than techniques such as electroencephalography (EEG). Much work to date in the field has focused on using ECoG signals recorded from cortex as control outputs for driving end effectors. An equally important but less explored application of an ECoG-BCI is directing input into cortex using ECoG electrodes for direct electrical stimulation (DES). Combining DES with ECoG recording enables a truly bidirectional BCI, where information is both read from and written to the brain. We discuss the advantages and opportunities, as well as the barriers and challenges presented by using DES in an ECoG-BCI. In this article, we review ECoG electrodes, the physics and physiology of DES, and the use of electrical stimulation of the brain for the clinical treatment of disorders such as epilepsy and Parkinson's disease. We briefly discuss some of the translational, regulatory, financial, and ethical concerns regarding ECoG-BCIs. Next, we describe the use of ECoG-based DES for providing sensory feedback and for probing and modifying cortical connectivity. We explore future directions, which may draw on invasive animal studies with penetrating and surface electrodes as well as non-invasive stimulation methods such as transcranial magnetic stimulation (TMS). We conclude by describing enabling technologies, such as smaller ECoG electrodes for more precise targeting of cortical areas, signal processing strategies for simultaneous stimulation and recording, and computational modeling and algorithms for tailoring stimulation to each individual brain.

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Journal ArticleDOI

Challenges for Large-Scale Cortical Interfaces.

TL;DR: This Perspective examines the status of large-scale cortical interfaces through the lens of potential applications to active implants for brain-machine interfaces, including microscale geometry of neural probes, design of implantable ultra-low-power electronics, implementation of high-data-rate wireless telemetry, and compatible device packaging.
Journal ArticleDOI

Models of communication and control for brain networks: distinctions, convergence, and future outlook.

TL;DR: This work seeks to explicitly bridge computational models of communication and principles of network control in a conceptual review of the current literature by drawing comparisons between communication and control models in terms of the level of abstraction, the dynamical complexity, the dependence on network attributes, and the interplay of multiple spatiotemporal scales.
Journal ArticleDOI

The combination of brain-computer interfaces and artificial intelligence: applications and challenges

TL;DR: The authors review the current state of AI as applied to BCIs and describe advances in BCI applications, their challenges and where they could be headed in the future.
Journal ArticleDOI

Models of communication and control for brain networks: distinctions, convergence, and future outlook

TL;DR: In this paper, the authors explicitly bridge computational models of communication and principles of network control in a conceptual review of the current literature and highlight the convergence of and distinctions between the two frameworks.
References
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Long-lasting potentiation of synaptic transmission in the dentate area of the anaesthetized rabbit following stimulation of the perforant path.

TL;DR: The after‐effects of repetitive stimulation of the perforant path fibres to the dentate area of the hippocampal formation have been examined with extracellular micro‐electrodes in rabbits anaesthetized with urethane.
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Journal ArticleDOI

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