Voltage-sensitive membrane channels show co-operative behaviour as evident from electrophysiological experiments. A statistical mechanical approach is suggested for a microscopic analysis of the system. A model of the Zimm-Bragg type is developed for a membrane with a large number of channels behaving co-operatively. The model is tested with voltage-dependent conductance data for gap-junction channels in embryonic cells.