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CNN(卷积神经网络)、Transformer和MLP(多层感知器)是深度学习中常用的三种神经网络架构,它们各自具有独特的特点和应用场景。 CNN的特点: CNN是一种包含卷积计算的前馈神经网络,特别适合处理图像数据。它通过卷积层来提取输入数据的特征,能够有效地将大数据量的图片降维成小数据量,并. 我导师本来想投Ann of Prob但嫌弃它审稿慢,他又喜欢电子期刊,最后就投了Sigma,结果还是审了一年半多。 目前这期刊还比较新,据说采用比较创新的期刊收费方式。 数学期刊有综合期刊与专业期刊之分,一般来说最好的文章会发表在最好的综合杂志上(比如四大) 综合期刊的排名: T0: Publicatione l'IHES, Annals Math, Acta Math, JAMS, Invent Math T1: Duke Math, Annales Sci l'ENS, JEMS, CPAM, GAFA T2: JMPA, Proc London, AMJ, TAMS, Math Ann, Crelle Journal, Compositio, Adv Math, Selecta Math 此外还有发表长. 个人认为, 在JDE或SIAM质量左右的杂志还有JFA, Comm. Partial Differential Equations, CVPDE,Journal d'Analyse Mathématique, Ann. Mat. Pura Appl, J. Geom. Anal., J. Evol. Equ., Nonlinearity, Journal of Nonlinear Science。 还有一些综合杂志,如TAMS, IMRN, JLMS, Mathematical Research Letters, Revista Matemática Iberoamericana, Math. Z等等也发表PDE方向.
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