Template learning has potential application in several areas of Cellular Ne
ural Network research, including texture recognition, pattern detection and
so on. In this letter, a recently-developed algorithm called Adaptive Simu
lated Annealing is investigated for learning CNN templates, as a superior a
lternative to the Genetic Algorithm.