Necoda-compressed Allen Brain Observatory calcium imaging dataset
收藏DataCite Commons2026-01-23 更新2026-02-09 收录
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https://figshare.com/articles/dataset/Necoda-processed_ABO_data/30846809/2
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资源简介:
We present Necoda, a transformative deep learning framework that compresses functional neural imaging data by over 1,000-fold while faithfully preserving signal fidelity. This work addresses the critical "data gravity" bottleneck that currently impedes research reproducibility, data sharing, and collaborative discovery in neuroscience.To demonstrate real-world utility, we applied Necoda to the Allen Brain Observatory visual coding dataset. We compressed 4.82 TB of data into a portable 4.81 GB package.
提供机构:
figshare
创建时间:
2025-12-10



