Deep brain stimulation (DBS) of the subthalamic nucleus (STN) for Parkinson's disease (PD)
has become routine over the past decade, utilizing microelectrode recordings to ensure …

Although computational intelligence (CI) covers a vast variety of different methods it still
lacks an integrative theory. Several proposals for CI foundations are discussed: computing …

Learning problems with inherent non-separable Boolean logic is still a challenge that has
not been addressed by neural or kernel classifiers. The k-separability concept introduced …

Diversas metodologias são empregadas para realizar a análise de séries temporais, dentre
as quais destaca-se o uso das redes neurais artificiais (RNA). Neste trabalho são utilizados …

Computational systems are still far behind biological systems in object recognition,
reasoning or analysis of language structures. What kind of data structures can be learned …