Proposing Solution to XOR Problem Using Minimum Configuration MLP

作     者：Vaibhav Kant Singh 

作者机构：Assistant Professor Department of Computer Science & Engineering Institute ot Technology Guru Ghasidas Vishwavidyalaya Central University Bilaspur Chhattisgarh Pincode 495001 India 

出 版 物：《Procedia Computer Science》 

年 卷 期：2016年第85卷

页      面：263-270页

主　　题：ANN XOR MLP 

摘      要：This paper is an extension to what the author had already done in [1] and [2] . In this paper we will see one solution to the XOR problem using minimum configuration MLP an ANN model. The proposed solution is proved mathematically in this paper. The problem of non-linear separability is addressed in the paper. The Architectural Graph representation of the proposed model is placed and also an equivalent Signal Flow Graph is represented to show how the proof the proposed solution. The non-linear Activation function used for the hidden layer minimum configuration MLP is Logistic function.