2 papers
eess.SY2025
Stable-by-Design Neural Network-Based LPV State-Space Models for System Identification
Ahmet Eren Sertbaş, Tufan Kumbasar
Accurate modeling of nonlinear systems is essential for reliable control, yet conventional identification methods often struggle to capture latent dynamics while maintaining stabil…
cs.LG2022
Bioinspired Cortex-based Fast Codebook Generation
Meric Yucel, Serdar Bagis, Ahmet Sertbas +2
A major archetype of artificial intelligence is developing algorithms facilitating temporal efficiency and accuracy while boosting the generalization performance. Even with the lat…