Directed evolution algorithm drives neural prediction
定向进化算法驱动神经预测
机构 * Brain and Mind institute, The Chinese University of Hong Kong(脑科学与智能技术研究所,香港中文大学) ; Department of Linguistics and Modern Languages, The Chinese University of Hong Kong(语言学与现代语言系,香港中文大学) ; Division of Otolaryngology, Ann & Robert H. Lurie Children's Hospital of Chicago(芝加哥安·罗伯特·H·卢里儿童医院耳鼻喉科) ; Department of Otolaryngology Head & Neck Surgery, Feinberg School of Medicine, Northwestern University(费因伯格医学院耳鼻喉科与头颈外科部,西北大学) ; Knowles Hearing Center, Department of Communication Sciences and Disorders, Northwestern University(诺里斯听力中心,西北大学沟通科学与障碍系)
AI总结 提出定向进化模型(DEM),模拟生物定向进化试错过程,结合回放缓冲和连续反向传播,在跨域神经预测中提升泛化能力并解决标签稀缺问题。
Comments 43 pages, 5 figures