Optimization of Rate Distortion Control Based on Fundamentals of Convolutional Neural Networks.

Abstract Roots of Convolutional Neural Networks or Fuzzy weights based Neural Networks and its fundamentals are mostly concerned with coordination and its respective logic's and moreover with consideration of Neuroscience terms and conditions in involvement of research practices towards Artificial Neural Networks, we need to abide that human visual characteristics(HVS) are considered with first priority towards developmental cases in research activities. Moreover cognitive abilities and emotion management are considered as second priority compare to Human visual System(HVS).