Maximum number of memories which can be stored in a binary Hopfield type neural network with N neurons is 2N.A necessary and sufficient condition for arbitrary K （1≤K≤2N）N-dimensional binary vectors to be stable states of the network is given.A binary Hopfield type neural network may have no any stable states

which is an important distinction with continuoustime Hopfield type neural network.Some conclusions are also given.