L-EEGibility Atlas v1.0: Leadfield-based EEG Eligibility Atlas

Engineering notes

Engineering notes will be added by the aipentium editorial team.

Chinese explanation / 中文解读

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Original abstract

L-EEGibility Atlas (Leadfield-based EEG Eligibility Atlas) is a research software framework for evaluating whether a specified neural source population can generate a scalp EEG signal exceeding an instrumental detectability threshold. It links biophysical source strength (current dipole moment density), spatial recruitment, source-orientation cancellation, conductivity uncertainty, and EEG leadfields within a common forward-modeling framework. Version 1.0.0 includes cortical and hippocampal source populations and evaluates scalp-level signal magnitude across multiple conductivity models. The primary output is intended to characterize the physical eligibility of a specified source configuration for detection with scalp EEG, rather than to solve the EEG inverse problem. This Zenodo record preserves the exact frozen and validated v1.0.0 release artifacts: Core — end-user runnable scientific/runtime release.Developer — development, provenance, regeneration, and validation materials. The archived release packages are preserved without modification after final validation. Their SHA-256 identities are: Core: f2d9d92364fba6cd9e611848f9e5ef408bf81529ee4041c6caad8506495438ccDeveloper: 73750c2f4d0951a5cdf391265c5f895303c905c6661dcc10c9be721b0bc08824Development provenance: The implementation code for this release was produced through a human-directed AI-assisted (“vibe coding”) workflow using OpenAI ChatGPT and Codex with GPT-5.6 Sol. Scientific conception, biophysical assumptions, methodological specifications, acceptance criteria, validation, and release decisions remained human-directed. The resulting software underwent explicit regression testing, forensic audits, package-integrity verification, and human runtime inspection before the v1.0.0 release was frozen.Licensing and third-party materials: Original L-EEGibility Atlas software, documentation, and other project-authored materials are licensed under the BSD 3-Clause License. The bundled Colin27-derived anatomical surface files in external/Colin27_2016/ remain subject to their original third-party rights and distribution conditions and are not relicensed under BSD-3-Clause. See THIRD_PARTY_NOTICES.txt for provenance, attribution, and rights information.

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