CAUCHY NON-CONVEX SPARSE FEATURE SELECTION METHOD FOR THE HIGH-DIMENSIONAL SMALL-SAMPLE PROBLEM IN MOTOR IMAGERY EEG DECODING

Cauchy non-convex sparse feature selection method for the high-dimensional small-sample problem in motor imagery EEG decoding

IntroductionThe time, frequency, and space information of electroencephalogram (EEG) signals is crucial for motor imagery decoding.However, these temporal-frequency-spatial features are high-dimensional small-sample data, which poses significant challenges for motor imagery decoding.Sparse regularization is an effective method for addressing this i

read more


Trends of soybean production in Croatia

Soybean is cultivated on 121 million hectares and represents the fourth most represented crop in the world, while in Croatia it ranks third in terms of area.In the observed period from 2009 to 2019, it Body Motor Base was grown on average 65,068 ha with an average grain yield of 2.6 t ha-1.The highest yield was obtained in 2018 (245,188 t), and in

read more

Prevalence Estimation, Antimicrobial Susceptibility, and Serotyping of Salmonella enterica Recovered from New World Non-Human Primates (Platyrrhini), Feed, and Environmental Surfaces from Wildlife Centers in Costa Rica

Concern about zoonoses and wildlife has increased.Few studies described the role of wild mammals and environments in the epidemiology of Salmonella.Antimicrobial resistance is a growing problem associated with Salmonella that threatens global health, food security, the economy, and development in the 21st century.The aim of this study is to estimat

read more