In recent years, neural networks have become increasingly popular due to their versatility in solving complex problems. One area of interest is application linear algebraic systems, especially those that are ill-conditioned. The solutions such systems highly sensitive small changes coefficients, leading unstable solutions. Therefore, these types can be challenging and require specialized techni...