Dokumentdetails
ID
oai:arXiv.org:2408.16389
Thema
Computer Science - Machine Learnin... Computer Science - Neural and Evol... 26B40, 41A30, 41A63, 68T05Autor
Ismailov, VugarKategorie
Computer Science
Jahr
2024
Auflistungsdatum
18.12.2024
Schlüsselwörter
uat kart networkZusammenfassung
This note addresses the Kolmogorov-Arnold Representation Theorem (KART) and the Universal Approximation Theorem (UAT), focusing on their common misinterpretations in some papers related to neural network approximation.
Our remarks aim to support a more accurate understanding of KART and UAT among neural network specialists.
;Comment: 10 pages; a section, two theorems and several references added
Ismailov, Vugar, 2024, Addressing common misinterpretations of KART and UAT in neural network literature
Projection-Specific Heterogeneity of the Axon Initial Segment of Pyramidal Neurons in the Prelimbic Cortex
heterogeneity projection-specific
