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Cognitive Computation

Cognitive Computation OnlineFirst articles

17.01.2022

Stability Analysis of Stochastic Delayed Differential Systems with State-Dependent-Delay Impulses: Application of Neural Networks

The previously studied stochastic delayed nonlinear systems with constant delayed or time-varying delayed impulsive controller, while we study stochastic delayed nonlinear systems under state-dependent-delayed impulsive controller. The difficulty …

16.01.2022

PS-Net: Progressive Selection Network for Salient Object Detection

Low-level features contain abundant details and high-level features have rich semantic information. Integrating multi-scale features in an appropriate way is significant for salient object detection. However, direct concatenation or addition taken …

15.01.2022

Road Segmentation from High-Fidelity Remote Sensing Images using a Context Information Capture Network

The automatic extraction of roads or buildings from remote sensing imagery plays a significant role in many urban applications. Recently, due to the impressive performance of deep learning, various road segmentation methods based on the fully …

11.01.2022

Deep Learning for Reliable Classification of COVID-19, MERS, and SARS from Chest X-ray Images

Novel coronavirus disease (COVID-19) is an extremely contagious and quickly spreading coronavirus infestation. Severe acute respiratory syndrome (SARS) and Middle East respiratory syndrome (MERS), which outbreak in 2002 and 2011, and the current …

11.01.2022

LightAdam: Towards a Fast and Accurate Adaptive Momentum Online Algorithm

Adaptive optimization algorithms enjoy fast convergence and have been widely exploited in pattern recognition and cognitively-inspired machine learning. These algorithms may however be of high computational cost and low generalization ability due …

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Cognitive Computation is an international, peer-reviewed, interdisciplinary journal that publishes cutting-edge articles describing original basic and applied work involving bio-inspired computational accounts of all aspects of natural and artificial cognitive systems.

It provides a new platform for the dissemination of research, current practices and future trends in the emerging discipline of cognitive computation that bridges gap between life sciences, social sciences, engineering, physical and mathematical sciences, and humanities.

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