Aug 2026· Bulletin of Science and Practice· 0 citations
TL;DR
The study analyzes the historical foundations of neurocomputing systems, the architecture of Neuralink implants, biometric authentication methods based on convolutional neural networks, and information security mechanisms using blockchain technologies and homomorphic encryption.
Abstract
This article examines the technological evolution and future prospects of brain-computer interfaces (BCIs). The study analyzes the historical foundations of neurocomputing systems, the architecture of Neuralink implants, biometric authentication methods based on convolutional neural networks, and information security mechanisms using blockchain technologies and homomorphic encryption. Special attention is paid to the mathematical scaling laws of artificial intelligence, the prospects of human-AI symbiosis, and the ethical, social, and philosophical implications of neurotechnology development. The paper discusses issues of neuroprivacy, neurocapitalism, and neurodiscrimination, and proposes regulatory mechanisms within the framework of neurorights.
The paper first examines major ethical issues of neuro-privacy and stigma, then reviews the progress of miniaturization, bidirectional interaction, and society acceptance, and puts forth a clear and compelling argument on strengthening the ethics and regulation regimes of BCI to facilitate its fair and beneficial use.
: Recently, brain–computer interfaces (BCIs) have developed rapidly. They are increasingly used to treat patients with severe neurological disorders. This paper analysed the ethical issues raised during the real-world applications of BCIs, including mental privacy, user autonomy, safety, responsibility, and social just...
Chong-Jing Wang· Proceedings of the 4th Inter...· 0 citations
The rapid development of neurotechnology, artificial intelligence (AI), brain-computer interfaces (BCIs),
electroencephalography (EEG), neuroimaging and other brain-sensing technologies is creating new possibilities for
understanding and interacting with the human brain. These technologies offer significant benefits in...
Anjali T. C., Sulfath K. V., Surumy Sulthana· International Journal for Re...· 0 citations
This work introduces the NERVE Attacks class, a systematic characterisation of five orthogonal attack dimensions that together span the complete BCI stack and presents EEGle, an AI-assisted extensible framework for systematic BCI security analysis.
Zahra Tarkhani, Georgios Akkogiounoglou, Lorena Qendro et al.· 0 citations
The issue of neural activity of memory manifestation in the circuits between hippocampal and cortical neurons; the computational decoding algorithms, which transform the population-level allocation of neurons into intelligible cognitive terminologies; and the uses of the algorithms in creating closed-loop BMI systems i...
E. Gao· Proceedings of the 4th Inter...· 0 citations
This review surveys state-of-the-art approaches for neural recording, stimulation and signal decoding and encoding across brain–computer interfaces, neuroprosthetics, and neuromodulation systems aimed at restoring function and treating neurological disorders.
Hoda Fares, Margherita Ronchini, M. Zamani et al.· npj Biomedical Innovations· 0 citations
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