TY  - GEN 
AU  - Perfilieva, Irina
AU  - Madrid Labrador, Nicolás Miguel
AU  - Ojeda Aciego, Manuel
AU  - Artiemjew, Piotr
AU  - Niemczynowicz, Agnieszka
A4  - Matemáticas
PY  - 2025
SN  - 0925-2312
UR  - http://hdl.handle.net/10498/38430
AB  - Despite several successful applications of the Extreme Learning Machine (ELM) as a new neural network training method that combines random selection with deterministic computation, we show that some fundamental principles of ELM lack a rigorous...
LA  - eng
PB  - Elsevier
KW  - Extreme Learning Machine
KW  - Feed-forward neural network
KW  - Generalized inverse Moore-Penrose matrix
KW  - Pseudo-inverse matrix
TI  - A critical analysis of the theoretical framework of the Extreme Learning Machine
DO  - 10.1016/J.NEUCOM.2024.129298
ER  -