mlsanityData to 7 Oct 2026

Progress in Brain Computer Interfaces: Challenges and Trends

arXiv 1901.03442 ↗First posted 11 Jan 2019cs.HC q-bio.NCcited by 13

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Abstract (arXiv)

Brain computer interfaces (BCI) provide a direct communication link between the brain and a computer or other external devices. They offer an extended degree of freedom either by strengthening or by substituting human peripheral working capacity and have potential applications in various fields such as rehabilitation, affective computing, robotics, gaming and artificial intelligence. Significant research efforts on a global scale have delivered common platforms for technology standardization and help tackle highly complex and nonlinear brain dynamics and related feature extraction and classification challenges. Psycho-neurophysiological phenomena and their impact on brain signals impose another challenge for BCI researchers to transform the technology from laboratory experiments to plug-and-play daily life. This review summarizes progress in BCI field and highlights critical challenges.

Key facts. Cited by 13 papers in the map (data through 7 Oct 2026). First posted on arXiv 11 Jan 2019.

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Citing papers per year: 2023: 3; 2024: 4; 2025: 3; 2026: 3.

13 papers.

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