Flatness of Networks of Synaptically Coupled Excitatory-Inhibitory Neural Modules F. Nicolau and H. Mounier ESAIM: COCV, 29 (2023) 89 Published online: 22 December 2023 DOI: 10.1051/cocv/2023082