Adaptive Chaotic Map Selection to Reduce Overfitting in Artificial Neural Networks

Artificial neural networks (ANNs) have become a widely used machine learning tool in many different and broad fields of application. ANNs may be trained from training examples to perform various prediction or classification tasks. However, one of the problems exhibited by ANNs is that they typically overlearn the training examples and perform poorly on new […]

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Effect of whole foods compared to ultra-processed foods in chronic kidney disease

Research shows that ultra-processed foods (UPF) increase the risk of many diseases, including kidney diseases. However, the effects of whole foods (WF) compared to UPF in a type of kidney disease called polycystic kidney disease (PKD) have not been studied. This is also important for PKD because treatments with plant-based or low-protein diets, since many […]

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Totem-Pole PFC using Cascaded GaN Switches

The proposed project will be a collaboration between the Ottawa (ON) based integrated circuit (IC) company, Power Integrations Inc. (PI) and RIGA lab at University of Manitoba, Winnipeg (MB). The result of the research project will be transferred to the IC design team in PI to integrate power semiconductors, gate drivers, controllers company to identify […]

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Tractor cab re-design to support partially-autonomous agricultural machines

In recent years, the task of operating an agricultural tractor has changed in large part due to the introduction of new technologies. Perhaps the greatest change is related to the introduction of auto-steer technology that negates the requirement to constantly have one’s hands on the steering wheel of the tractor. The current configuration of the […]

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Structural-property relationship in actinyl complexes

The increasing demand for low-carbon energy has begun to amplify the development and usage of nuclear power. However, the generated nuclear waste is radiotoxic mainly due to the presence of heavy nuclei, such as actinides along with other fission products. This rises the need for selective remediation and storage of all radioactive actinides using non-toxic […]

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The Effect of Integrated Crop Management on Weed Phenology and Weed Persistance

Weeds can adapt to diverse crop management practices altering their growth, phenology (timing of developmental events such as emergence, flowering, seed production etc), and seed persistence (seed viability and dormancy). Managing herbicide resistance in weeds with integrated weed management and reducing greenhouse gas emissions with integrated nutrient management are becoming the two most important crop […]

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Implementation of parallel and artificial intelligence techniques to solve power systems in a faster and more efficient way

Nowadays, the electrical systems have thousands of nodes. To simulate this kind of systems electromagnetic transient programs (EMTP) are often used. One of the widely used commercial programs available is PSCAD, which can simulate large networks. However, these kinds of systems could impose an important computational burden, and use a considerable amount of time to […]

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Designing an Augmented Immersive Virtual Reality Driving Simulator for Advanced Alzheimer’s Disease Patients and Investigating its efficacy on institutionalized Alzheimer’s Residents

In this project a driving simulator in virtual reality will be designed and developed, in which a user can drive a virtual vehicle in a country road with incoming cars and traffic lights and possibly some animals crossing the road. The users will learn the path to reach a destination through the trial and then […]

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Effects of post-COVID-19 on the integrated dynamic autonomic, cardiovascular, respiratory, and skeletal muscle oxygenation regulation during acute exercise

This proposal focuses on determining whether post-COVID-19 and sex influence the integrative dynamic autonomic, cardiovascular, respiratory, and muscle oxygenation regulation during postural transitions and acute exercise. COVID-19 is considered an inflammatory storm affecting many physiological systems, especially older adults. COVID-19 may impact these dynamic integrative responses, compromising homeostatic regulation, rapid physiological adjustments, and exercise capacity. […]

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