Gérard Toulouse is the author of various works in the field of theoretical physics: physics of condensed matter (magnetism, surfaces), magnetic impurity in a metal (Kondo effect): discovery of the Toulouse limit, exact results in the study of critical phenomena of phase transitions, topological classification of defects in ordered media, frustrated and disordered systems, spin glasses, neural networks and brain theories.