Research Articles
Optimal Parameter Tuning for iCanClean: A Comprehensive Guide to R2 and Window Size Selection for Mobile EEG
This article provides a definitive guide for researchers and biomedical professionals on tuning the two critical parameters in the iCanClean algorithm—the R2 correlation threshold and the window length—for processing mobile...
Enhancing Brain-Computer Interface Accuracy: A Research-Focused Guide to Methodologies, Optimization, and Validation
This article provides a comprehensive analysis of modern strategies for enhancing the accuracy of Brain-Computer Interfaces (BCIs), tailored for researchers, scientists, and drug development professionals.
Mapping the Future: A Bibliometric Analysis of Neuroscience Technology Trends (2025)
This article provides a comprehensive bibliometric analysis of global research trends in neuroscience technologies, leveraging large-scale data from thousands of publications to map the evolving landscape.
Evaluating Neurotechnology Safety and Efficacy: A Comprehensive Framework for Researchers and Developers
This article provides a comprehensive framework for the safety and efficacy evaluation of neurotechnologies, from foundational concepts to advanced validation strategies.
Beyond Accuracy: A Comprehensive Framework for Validating Brain-Computer Interface System Performance
This article provides a comprehensive guide to performance validation metrics for Brain-Computer Interface (BCI) systems, tailored for researchers and clinical professionals.
Neural Signal Processing Method Comparison: From Traditional Analysis to AI-Driven Innovation in Biomedical Research
This article provides a comprehensive comparison of neural signal processing methods, tracing the evolution from foundational techniques to cutting-edge artificial intelligence applications.
Ensuring Reliability in Brain Imaging: From Scanner to Statistical Analysis
This article provides a comprehensive framework for assessing the reliability of brain imaging methodologies, crucial for researchers and drug development professionals.
Benchmarking Neuroscience Algorithms: A Comprehensive Guide for Research and Drug Development
This article provides a comprehensive guide to neuroscience algorithm performance benchmarking, addressing the critical need for standardized evaluation in computational neuroscience and neuromorphic computing.
From Lab to Clinic: Validating Neurotechnology for Real-World Medical Applications
This article provides a comprehensive roadmap for the clinical validation of neurotechnology, tailored for researchers, scientists, and drug development professionals.
Invasive vs. Non-Invasive Neural Interfaces: A 2025 Technical and Clinical Analysis for Biomedical Research
This article provides a comprehensive analysis of invasive and non-invasive neural interfaces, tailored for researchers and drug development professionals.