Control of Chaos in Networks with Delay: A Model for Synchronization of Cortical Tissue. - Carlos Lourenço; Agnessa Babloyantz (Neural Comput., 1994)

Brain Chaos and Computation. - Agnessa Babloyantz; Carlos Lourenço (Int. J. Neural Syst., 1996)

Control of Spatiotemporal Chaos in Neuronal Networks. - Carlos Lourenço; Agnessa Babloyantz (Int. J. Neural Syst., 1996)

Pattern segmentation in a binary/analog world: unsupervised learning versus memory storing. - Carlos Lourenço; Agnessa Babloyantz; Marc Hougardy (Neural Networks, 2000)

Attention-Locked Computation with Chaotic Neural Nets. - Carlos Lourenço (Int. J. Bifurc. Chaos, 2004)

Selenoprotein discovery using neural networks. - Miguel Lupi Alves; Carlos Lourenço (IADIS AC, 2005)

Dynamical reservoir properties as network effects. - Carlos Lourenço (ESANN, 2006)

A Very Small Chaotic Neural Net. - Carlos Lourenço (IJCNN, 2006)

Structured reservoir computing with spatiotemporal chaotic attractors. - Carlos Lourenço (ESANN, 2007)

Dynamical computation reservoir emerging within a biological model network. - Carlos Lourenço (Neurocomputing, 2007)

EEG Switching: Three Views from Dynamical Systems. - Carlos Lourenço (ICANN (2), 2008)

Brain Dynamics Promotes Function. - Carlos Lourenço (UC, 2009)

Hyacinth macaw: a project-based learning program to develop talents in Software Engineering for Artificial Intelligence. - Awdren L. Fontão; Edson Takashi Matsubara; Henrique Mongelli; Marcio Medeiros; Carlos Lourenço; Henrique Martins; Igor Cortez; Maria Borges (SBES, 2023)