The binder is preferably one stable in the electrolyte solution, and specific examples of the binder are fluororesins and polyolefins such as polytetrafluoroethylene, polyvinylidene fluoride, polyethylene, polypropylene, ethylene-propylene copolymer, ethylene-propylene-diene terpolymer, cellulose, and so on.