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      Brain-computer interfaces and human factors: the role of language and cultural differences—Still a missing gap?

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          Abstract

          Brain-computer interfaces (BCIs) aim at the non-invasive investigation of brain activity for supporting communication and interaction of the users with their environment by means of brain-machine assisted technologies. Despite technological progress and promising research aimed at understanding the influence of human factors on BCI effectiveness, some topics still remain unexplored. The aim of this article is to discuss why it is important to consider the language of the user, its embodied grounding in perception, action and emotions, and its interaction with cultural differences in information processing in future BCI research. Based on evidence from recent studies, it is proposed that detection of language abilities and language training are two main topics of enquiry of future BCI studies to extend communication among vulnerable and healthy BCI users from bench to bedside and real world applications. In addition, cultural differences shape perception, actions, cognition, language and emotions subjectively, behaviorally as well as neuronally. Therefore, BCI applications should consider cultural differences in information processing to develop culture- and language-sensitive BCI applications for different user groups and BCIs, and investigate the linguistic and cultural contexts in which the BCI will be used.

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          Most cited references123

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          Culture and the self: Implications for cognition, emotion, and motivation.

          Psychological Review, 98(2), 224-253
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            Thirty years and counting: finding meaning in the N400 component of the event-related brain potential (ERP).

            We review the discovery, characterization, and evolving use of the N400, an event-related brain potential response linked to meaning processing. We describe the elicitation of N400s by an impressive range of stimulus types--including written, spoken, and signed words or pseudowords; drawings, photos, and videos of faces, objects, and actions; sounds; and mathematical symbols--and outline the sensitivity of N400 amplitude (as its latency is remarkably constant) to linguistic and nonlinguistic manipulations. We emphasize the effectiveness of the N400 as a dependent variable for examining almost every aspect of language processing and highlight its expanding use to probe semantic memory and to determine how the neurocognitive system dynamically and flexibly uses bottom-up and top-down information to make sense of the world. We conclude with different theories of the N400's functional significance and offer an N400-inspired reconceptualization of how meaning processing might unfold.
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              The brain basis of language processing: from structure to function.

              Language processing is a trait of human species. The knowledge about its neurobiological basis has been increased considerably over the past decades. Different brain regions in the left and right hemisphere have been identified to support particular language functions. Networks involving the temporal cortex and the inferior frontal cortex with a clear left lateralization were shown to support syntactic processes, whereas less lateralized temporo-frontal networks subserve semantic processes. These networks have been substantiated both by functional as well as by structural connectivity data. Electrophysiological measures indicate that within these networks syntactic processes of local structure building precede the assignment of grammatical and semantic relations in a sentence. Suprasegmental prosodic information overtly available in the acoustic language input is processed predominantly in a temporo-frontal network in the right hemisphere associated with a clear electrophysiological marker. Studies with patients suffering from lesions in the corpus callosum reveal that the posterior portion of this structure plays a crucial role in the interaction of syntactic and prosodic information during language processing.
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                Author and article information

                Contributors
                URI : http://loop.frontiersin.org/people/43808/overviewRole: Role: Role: Role: Role: Role: Role: Role: Role: Role:
                Journal
                Front Hum Neurosci
                Front Hum Neurosci
                Front. Hum. Neurosci.
                Frontiers in Human Neuroscience
                Frontiers Media S.A.
                1662-5161
                11 April 2024
                2024
                : 18
                : 1305445
                Affiliations
                Applied Emotion and Motivation Psychology, Institute of Psychology and Education , Ulm University, Ulm, Germany
                Author notes

                Edited by: Markus J. Hofmann, University of Wuppertal, Germany

                Reviewed by: Pyatin Vasiliy Fedorovitch, Samara State Medical University, Russia

                Olga Maslova, Northeastern University, United States

                *Correspondence: Cornelia Herbert, cornelia.herbert@ 123456uni-ulm.de
                Article
                10.3389/fnhum.2024.1305445
                11043545
                38665897
                dff771f3-aaad-4d09-a317-aec405a1bdab
                Copyright © 2024 Herbert.

                This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

                History
                : 01 October 2023
                : 02 February 2024
                Page count
                Figures: 1, Tables: 1, Equations: 5, References: 123, Pages: 11, Words: 9736
                Funding
                The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This research was funded by the Budgetary Resources of the Department of Applied Emotion and Motivation Psychology, Ulm University, Germany and the Open Access fund of Ulm University, Germany.
                Categories
                Neuroscience
                Perspective
                Custom metadata
                Brain-Computer Interfaces

                Neurosciences
                brain-computer interfaces,language,embodiment,cultural differences,health,eeg,human factors,self relevance

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