ReviewFrontiers in human neuroscience2019
Neurotechnologies for Human Cognitive Augmentation: Current State of the Art and Future Prospects.
Review in Frontiers in human neuroscience, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 48 papers, 1 of them a synthesis that pooled it.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
48 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Transcutaneous and transcranial electrical stimulation for enhancing military performance: an update and systematic review.Frontiers in human neuroscience · 2025Pooled it
- Transcranial direct current stimulation (tDCS) combined with cognitive training in adolescent boys with ADHD: a double-blind, randomised, sham-controlled trial.Psychological medicine · 2023Trial
- Cognitive function assessment during 2 mA transcranial direct current stimulation in DLPFC in healthy volunteers.Physiological reports · 2019Trial
- Towards neuromorphic neurotechnologies: integrating brain-inspired computing with brain-computer interfaces.npj biomedical innovations · 2026Review
- From trade-offs to translation: An interdisciplinary roadmap for neurotechnology.Science advances · 2026Review
- The applications of TMS in brain function assessment and treatment of mental disorders: a narrative review.Frontiers in psychiatry · 2026Review
- Comparative study of SSVEP characteristics in mixed versus virtual reality across varying depths.Frontiers in neuroscience · 2026Article
- Article
- Neurotechnology for enhancing human operation of robotic and semi-autonomous systems.Frontiers in robotics and AI · 2025Review
- Conflicting Interests and New Frontiers: A Role for Virtue Ethics in Cutting Edge Brain Research with Humans.Neuroethics · 2025Article
- Can neurotechnology revolutionize cognitive enhancement?PLoS biology · 2024Article
- Right to mental integrity and neurotechnologies: implications of the extended mind thesis.Journal of medical ethics · 2024Article
- "In the spectrum of people who are healthy": Views of individuals at risk of dementia on using neurotechnology for cognitive enhancement.Neuroethics · 2024Article
- Electrical and Magnetic Neuromodulation Technologies and Brain-Computer Interfaces: Ethical Considerations for Enhancement of Brain Function in Healthy People - A Systematic Scoping Review.Stereotactic and functional neurosurgery · 2024Article
- Neuro-motor controlled wearable augmentations: current research and emerging trends.Frontiers in neurorobotics · 2024Review
- Human-in-the-Loop Optimization for Deep Stimulus Encoding in Visual Prostheses.Advances in neural information processing systems · 2023Article
- Development of Korea Neuroethics Guidelines.Journal of Korean medical science · 2023Article
- Neuroergonomics on the Go: An Evaluation of the Potential of Mobile EEG for Workplace Assessment and Design.Human factors · 2023Article
- Combining brain-computer interfaces with deep reinforcement learning for robot training: a feasibility study in a simulation environment.Frontiers in neuroergonomics · 2023Article
- Hybrid Neural Autoencoders for Stimulus Encoding in Visual and Other Sensory Neuroprostheses.Advances in neural information processing systems · 2022Article
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Recent advances in neuroscience have paved the way to innovative applications that cognitively augment and enhance humans in a variety of contexts. This paper aims at providing a snapshot of the current state of the art and a motivated forecast of the most likely developments in the next two decades. Firstly, we survey the main neuroscience technologies for both observing and influencing brain activity, which are necessary ingredients for human cognitive augmentation. We also compare and contrast such technologies, as their individual characteristics (e.g., spatio-temporal resolution, invasiveness, portability, energy requirements, and cost) influence their current and future role in human cognitive augmentation. Secondly, we chart the state of the art on neurotechnologies for human cognitive augmentation, keeping an eye both on the applications that already exist and those that are emerging or are likely to emerge in the next two decades. Particularly, we consider applications in the areas of communication, cognitive enhancement, memory, attention monitoring/enhancement, situation awareness and complex problem solving, and we look at what fraction of the population might benefit from such technologies and at the demands they impose in terms of user training. Thirdly, we briefly review the ethical issues associated with current neuroscience technologies. These are important because they may differentially influence both present and future research on (and adoption of) neurotechnologies for human cognitive augmentation: an inferior technology with no significant ethical issues may thrive while a superior technology causing widespread ethical concerns may end up being outlawed. Finally, based on the lessons learned in our analysis, using past trends and considering other related forecasts, we attempt to forecast the most likely future developments of neuroscience technology for human cognitive augmentation and provide informed recommendations for promising future research and exploitation avenues.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.