A probabilistic perceptron learning algorithm

[[abstract]]A probabilistic perceptron learning algorithm has been proposed here to reduce the computation time of learning. The proposed algorithm is easily programmed and can drastically decrease the time complexity of learning at the expense of only a little accuracy. Experimental results also show this trade-off being worthwhile. Our proposed probabilistic perceptron learning algorithm thus has practical use, especially when the requirement of computational time is critica