A soft thin cake usually eaten with molasses.
1792. Naples biscuits, crackers, buns, and flannel-cakes.Munchausen, p. 131. (N.E.D.)
1847. A very delicate species of food, which I tasted then for the first time, called flannel cakes.Charles F. Briggs, Tom Pepper, p. 1112.