4 papers
SechKAN: Kolmogorov-Arnold Networks with Hyperbolic Secant Functions
Hoang-Thang Ta
In recent years, Kolmogorov-Arnold Networks (KANs) have attracted increasing attention due to their effectiveness in machine learning and scientific computing, offering a new parad…
Combinations of Fast Activation and Trigonometric Functions in Kolmogorov-Arnold Networks
Hoang-Thang Ta, Duy-Quy Thai, Phuong-Linh Tran-Thi
For years, many neural networks have been developed based on the Kolmogorov-Arnold Representation Theorem (KART), which was created to address Hilbert's 13th problem. Recently, rel…
AF-KAN: Activation Function-Based Kolmogorov-Arnold Networks for Efficient Representation Learning
Hoang-Thang Ta, Anh Tran
Kolmogorov-Arnold Networks (KANs) have inspired numerous works exploring their applications across a wide range of scientific problems, with the potential to replace Multilayer Per…
Utilize Transformers for translating Wikipedia category names
Hoang-Thang Ta, Quoc Thang La
On Wikipedia, articles are categorized to aid readers in navigating content efficiently. The manual creation of new categories can be laborious and time-intensive. To tackle this i…