This text contains the collected papers of the 1993 Conference on Computation and Neural Systems which was held between July 31-August 7, in Washington, DC. These papers represent a cross-section of the state-of-the-art research work in the field of computational neuroscience, and includes coverage of analysis and modelling work as well as results of new biological experimentation.