General Mechanism of Evolution Shared by Proteins and Words

1 code implementation • 28 Dec 2020 • Li-Min Wang, Hsing-Yi Lai, Sun-Ting Tsai, Chen Siang Ng, Shan-Jyun Wu, Meng-Xue Tsai, Yi-Ching Su, Daw-Wei Wang, Tzay-Ming Hong

Complex systems, such as life and languages, are governed by principles of evolution.

Language Modelling

Random Sampling Neural Network for Quantum Many-Body Problems

1 code implementation • 10 Nov 2020 • Chen-Yu Liu, Daw-Wei Wang

Our results demonstrate that it is possible to combine the existing numerical methods for the training process and RSNN to explore quantum many-body problems in a much wider parameter regime, even for strongly correlated systems.

Disordered Systems and Neural Networks Strongly Correlated Electrons Quantum Physics

Self-organizing Pattern in Multilayer Network for Words and Syllables

1 code implementation • 5 May 2020 • Li-Min Wang, Sun-Ting Tsai, Shan-Jyun Wu, Meng-Xue Tsai, Daw-Wei Wang, Yi-Ching Su, Tzay-Ming Hong

One of the ultimate goals for linguists is to find universal properties in human languages.