L'identification des mots au cours de la lecture - Doctorat de Troisième Cycle en Psychologie. (Word recognition in reading - Doctoral thesis). - Pierre Courrieu (1983)

A convergent generator of neural networks. - Pierre Courrieu (Neural Networks, 1993)

Three algorithms for estimating the domain of validity of feedforward neural networks. - Pierre Courrieu (Neural Networks, 1994)

The Hyperbell Algorithm for Global Optimization: A Random Walk Using Cauchy Densities. - Pierre Courrieu (J. Glob. Optim., 1997)

Two methods for encoding clusters. - Pierre Courrieu (Neural Networks, 2001)

Straight monotonic embedding of data sets in Euclidean spaces. - Pierre Courrieu (Neural Networks, 2002)

Function approximation on non-Euclidean spaces. - Pierre Courrieu (Neural Networks, 2005)

Density codes and shape spaces. - Pierre Courrieu (Neural Networks, 2006)

Fast Density Codes for Image Data - Pierre Courrieu (CoRR, 2008)

Solving Time of Least Square Systems in Sigma-Pi Unit Networks - Pierre Courrieu (CoRR, 2008)

Fast Computation of Moore-Penrose Inverse Matrices - Pierre Courrieu (CoRR, 2008)

Fast solving of weighted pairing least-squares systems. - Pierre Courrieu (J. Comput. Appl. Math., 2009)

Quelques modèles et méthodes pour l'étude de la cognition. - Pierre Courrieu (2011)

Brain correlates of phonological recoding of visual symbols. - Sylvain Madec; Kévin Le Goff; Jean-Luc Anton; Marieke Longcamp; Jean-Luc Velay; Bruno Nazarian; Muriel Roth; Pierre Courrieu; Jonathan Grainger; Arnaud Rey (NeuroImage, 2016)