Abstract Background In mammals, the synchronized activity of cell autonomous clocks in the suprachiasmatic nuclei (SCN) enables this structure to function as the master circadian clock, coordinating daily rhythms in physiology and behavior.However, the dominance of this clock has been challenged by the observations that metabolic duress can over-ri
CNN-optimized text recognition with binary embeddings for Arabic expiry date recognition
Abstract Recognizing Arabic dot-matrix digits is a challenging problem due to the unique characteristics of dot-matrix fonts, such as irregular dot spacing and varying dot sizes.This paper presents an approach for recognizing Arabic digits printed in dot matrix format.The proposed model is based on convolutional neural networks (CNN) that take the
Adaptive noise risk modelling: fuzzy logic approach
Recently, noise pollution has taken place as one of the most human health disorders.The main sources of noise are coming from human malpractices on reckless car driving and the use of loud speakers in different festivals at different places.Behavioural study explores that in many places the local usual road traffic noise level exceeds the normal st
GPGPU based Multi-hive ABC Algorithm for Constrained Global Optimization Problems
INTRODUCTION: The artificial bee colony (ABC) algorithm is a Paper Bags nature-inspired technique used for solving different optimization problems.This paper presents a multi-hive ABC algorithm for solving constrained benchmark functions of CEC2006.The CEC2006 data set contains the global benchmark functions with different design variables, number
Optimal Design and Analysis of Cross Hinge Four-Bar Mechanism Based on Spatial Switching Method
Through dynamic simulation of the cross-hinge four-bar mechanism, it is found the primary reason for unbalance of Sling the mechanism results from the unequal swing angle of driving link and driven link.To simplify analysis and calculation, a spatial switching approach was proposed to switch nonlinear problem into linear problem, by switching the p