ArticleFrontiers in neurorobotics2022
The present and future of neural interfaces.
Article in Frontiers in neurorobotics, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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Who cites it
15 citing papers in PubMed.
- From trade-offs to translation: An interdisciplinary roadmap for neurotechnology.Science advances · 2026Review
- PolyGraph - Flexible, Biocompatible & Electrically Optimized Graphene-Polymer Composites for Next-Generation Neural Interfaces.Advanced healthcare materials · 2026Article
- In vivo multimodal neurochemical interfaces for real-time decoding of brain circuit.Nature reviews. Neuroscience · 2026Review
- Ethics of brain-computer interface in mental healthcare.Frontiers in human neuroscience · 2026Article
- Neural vs Neuromorphic Interfaces: Where Are We Standing?Chemical reviews · 2025Review
- Foreign Body Reaction to Neural Implants: A Comparative Study of Polymer Toxicity and Tissue Response.Biosensors · 2025Article
- Review
- Finding Consensus on Trust in AI in Health Care: Recommendations From a Panel of International Experts.Journal of medical Internet research · 2025Article
- The Potential of Near-Infrared Spectroscopy as a Therapeutic Tool Following a Stroke (Review).Sovremennye tekhnologii v meditsine · 2025Review
- Cognitive frontiers: neurotechnology and global internet governance.Frontiers in digital health · 2025Review
- An Intrinsically Explainable Method to Decode P300 Waveforms from EEG Signal Plots Based on Convolutional Neural Networks.Brain sciences · 2024Article
- Developer perspectives on the ethics of AI-driven neural implants: a qualitative study.Scientific reports · 2024Article
- Flexible metallic core-shell nanostructured electrodes for neural interfacing.Scientific reports · 2024Article
- Bioelectronic Medicine: a multidisciplinary roadmap from biophysics to precision therapies.Frontiers in integrative neuroscience · 2024Review
- HYBRIDMINDS-summary and outlook of the 2023 international conference on the ethics and regulation of intelligent neuroprostheses.Frontiers in human neuroscience · 2024Article
Corrections and comments
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Authors and funding
3 authors.
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Abstract
The 2020's decade will likely witness an unprecedented development and deployment of neurotechnologies for human rehabilitation, personalized use, and cognitive or other enhancement. New materials and algorithms are already enabling active brain monitoring and are allowing the development of biohybrid and neuromorphic systems that can adapt to the brain. Novel brain-computer interfaces (BCIs) have been proposed to tackle a variety of enhancement and therapeutic challenges, from improving decision-making to modulating mood disorders. While these BCIs have generally been developed in an open-loop modality to optimize their internal neural decoders, this decade will increasingly witness their validation in closed-loop systems that are able to continuously adapt to the user's mental states. Therefore, a proactive ethical approach is needed to ensure that these new technological developments go hand in hand with the development of a sound ethical framework. In this perspective article, we summarize recent developments in neural interfaces, ranging from neurohybrid synapses to closed-loop BCIs, and thereby identify the most promising macro-trends in BCI research, such as simulating vs. interfacing the brain, brain recording vs. brain stimulation, and hardware vs. software technology. Particular attention is devoted to central nervous system interfaces, especially those with application in healthcare and human enhancement. Finally, we critically assess the possible futures of neural interfacing and analyze the short- and long-term implications of such neurotechnologies.
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Registered trials
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