Three Decades of Activations: A Comprehensive Survey of 400 Activation Functions for Neural Networks

V Kunc, J Kléma - arxiv preprint arxiv:2402.09092, 2024 - arxiv.org
Neural networks have proven to be a highly effective tool for solving complex problems in
many areas of life. Recently, their importance and practical usability have further been …

Implementation of deep neural networks and statistical methods to predict the resilient modulus of soils

R Polo-Mendoza, J Duque, D Mašín… - … Journal of Pavement …, 2023 - Taylor & Francis
ABSTRACT The Resilient Modulus (Mr) is perhaps the most relevant and widely used
parameter to characterise the soil behaviour under repetitive loading for pavement …

[HTML][HTML] Prediction of California bearing ratio and modified proctor parameters using deep neural networks and multiple linear regression: A case study of granular …

R Polo-Mendoza, J Duque, D Mašín - Case Studies in Construction …, 2024 - Elsevier
Abstract The California Bearing Ratio (CBR) and modified proctor parameters belong to the
soil geotechnical properties used to assess soil behavior. Direct measurement of these …

Gaussian-type activation function with learnable parameters in complex-valued convolutional neural network and its application for PolSAR classification

Y Zhang, Q Hua, H Wang, Z Ji, Y Wang - Neurocomputing, 2023 - Elsevier
To process complex-valued information such as SAR signals conveniently, the complex-
valued convolutional neural network (CV-CNN) has been proposed in recent years, and it …

A Refinement of Schwarz's Lemma at the Boundary

BN Örnek - Ukrainian Mathematical Journal, 2024 - Springer
We study a boundary version of the Schwarz lemma for analytic functions. In addition, an
analytic function satisfying the equality case is found by deducing inequalities connected …

SOME RESULTS ON JACK'S LEMMA FOR ANALYTIC FUNCTIONS

BN Örnek - Journal of Amasya University the Institute of Sciences …, 2022 - dergipark.org.tr
In this paper, an upper bound will be found for the second coefficient in the Taylor expansion
of the analytical function $ p (z) $ using the Jack lemma. Also, the modulus of the angular …

[PDF][PDF] COMPLEX-VALUED NEURAL NETWORKS WITH SUPER-ACTIVATION FUNCTION

SM Abdullah, AFY Althabhawee, NMG Al-Saidi… - researchgate.net
This research looks into the features of generalized transcendental functions of the super-
Mittag-Leffler formula (SMLF) and their limited and analytic qualities. Based on the SMLF …

Inference genové exprese pomocí umělých neuronových sítí

K Vladimír - 2024 - dspace.cvut.cz
Merení genové exprese je nezbytné pro porozumení bunecným procesum a stavum v
rozlicných experimentálních podmínkách, což je potreba v ruzných oblastech …

Inference genové exprese pomocí umělých neuronových sítí

V Kunc - 2024 - search.proquest.com
Merení genové exprese je nezbytné pro porozumení bunecným procesum a stavum v
rozlicných experimentálních podmínkách, což je potreba v ruzných oblastech …

Belirli bir sınıftaki analitik fonksiyonlar Için sınırda Schwarz lemması

H Altınay - 2023 - search.proquest.com
Bu tez çalışmasında, genel olarak, birim dairede analitik, sınırlı fonksiyonların sınır
davranışları incelenmiş olup, Sınırda Schwarz Lemması'nın farklı versiyonları ele alınmıştır …