Combining Q-Learning and Multi-Layer Perceptron Models on Wireless Channel Quality Prediction

Secured Transmission through Multi Layer Perceptron in Wireless Communication (stmlp)

In this paper, a multilayer perceptron guided encryption/decryption (STMLP) in wireless communication has been proposed for exchange of data/information. Multilayer perceptron transmitting systems at both ends generate an identical output bit and the network are trained based on the output which is used to synchronize the network at both ends and thus forms a secret-key at end of synchronizatio...

Multi-layer Perceptron on Interval Data

We study in this paper several methods that allow one to use interval data as inputs for Multi-layer Perceptrons. We show that interesting results can be obtained by using together two methods: the extremal values method which is based on a complete description of intervals, and the simulation method which is based on a probabilistic understanding of intervals. Both methods can be easily implem...

Neural Network Multi Layer Perceptron Modeling For Surface Quality Prediction in Laser Machining

New full adders using multi-layer perceptron network

How to reconfigure a logic gate for a variety of functions is an interesting topic. In this paper, a different method of designing logic gates are proposed. Initially, due to the training ability of the multilayer perceptron neural network, it was used to create a new type of logic and full adder gates. In this method, the perceptron network was trained and then tested. This network was 100% ac...

Characteristics of multi-layer perceptron models in enhancing degraded speech

SUMMARY A multi-layer perceptron (MLP) acting directly in the time-domain is applied as a speech signal enhancer, and the performance examined in the context of three common classes of degradation, namely low bit-rate CELP degradation ie non-linear system degradation, additive noise, and convolution by a linear system. The investigation focuses on two topics: (i) the innuence of non-linearities...