Liquid Neural Networks Review: Transparency Archive

Transparency archive for a review manuscript on liquid neural networks and adaptive continuous-time neural computation. This archive contains the literature matrix, search protocol, recent-source verification record, and a reproducible synthetic mechanism-isolation benchmark. It does not include the submitted manuscript, final English manuscript, revision logs, cover letter, downloaded third-party article PDFs, or publisher-formatted copyrighted material. This archive is not a prospective registration of a systematic review.面向液体神经网络（liquid neural networks）与自适应连续时间神经计算的综述论文透明存档库。本存档库包含文献矩阵、检索规程、新近来源核查记录，以及可复现的合成机制隔离基准测试套件。本存档库不包含已提交的论文稿件、最终版英文稿件、修订日志、投稿函、已下载的第三方论文PDF文件，或出版商格式的受版权保护材料。本存档库并非系统综述的前瞻性注册文件。