Decoding Mental States using Contrastive Learning to Overcome Inter-individual Variability in Physiological Signals

OrbMedic, an Ottawa-based company, is developing the OrbMedic ADPT system, an advanced technological solution designed to detect and address early indicators of mental health challenges by analyzing physiological signals such as heart rate and skin conductance. Recognizing that individual physiological responses can vary widely, this research project seeks to refine the OrbMedic ADPT’s analytical capabilities […]

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Favorable propagation studies for massive MIMO systems

Favorable propagation studies for massive MIMO systems: mMIMO is a key technology for 5G and beyond, due to its ability to deliver high spectral efficiency/rate in multi-user environments using simplified (linear) processing. Its advantages can be fully exploited under certain conditions known compactly as “favorable propagation” (FP). Unlike the known methods, which rely on sophisticated […]

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Enhancing the security and reliability of navigation systems

The research project aims to enhance the security and reliability of navigation systems by developing advanced techniques for estimating the vehicle’s position and orientation, even in the presence of sensor attacks. By investigating the impact of potential attacks on sensor data, the project seeks to develop algorithms that can accurately estimate the vehicle’s location and […]

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Developing Private Natural Language Processing (NLP) model for Enterprise Data

We want to create an artificial intelligent assistant for businesses. It uses state-of-art Natural Language Processing models to understand what people say and seamlessly converting it into computer executable orders. For example, if someone asks, “How much did we spend on training?” it can turn that it into a meticulously structured SQL query such as […]

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Machine Learning Associate Program || Collaborative Project with Knowd and Vector Institute

Knowd is an organization that provides codified building blocks for knowledge capture, discovery, and organization within the enterprises using retrieval-based language models. With a focus on the application of large language models (LLMs) for diverse knowledge-intensive tasks such as question answering, summarization, and reasoning. The company seeks to train and fine-tune LMs and retriever models […]

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Integrated polarization rotator with relaxed fabrication tolerances for mass production ofphotonic integrated circuits

The precise management of the state of polarization of the light that is generated and all-optically processed within a photonic integrated chip (PIC) is of utmost relevance towards the conception of polarization-independent photonic integrated systems. This proposal aims to conduct an assessment of various design options of polarization converters for the specific application mandated by […]

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Examining contaminants in fish and wildlife along the St. Lawrence River, Canada

Industrial, shipping, and agricultural activity over the last 100+ years have contributed a significant number of contaminants to the St. Lawrence River, causing health and cultural consequences for the local population, especially the local Indigenous community. Contaminants also affect the local ecosystem, and these impacts need to be better understood in the St. Lawrence River. […]

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Quantum non-Gaussian state generation

Quantum computers can potentially solve problems that are intractable for classical computers. However, despite the development of a theory on the processing of quantum information over the years, the computers we use every day still outperform their quantum counterparts, if we exclude some as interesting as specific tasks. In fact, quantum states that are manipulated […]

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Improving Anti Money Laundering through Active learning Methods

Fighting against financial crime is a battle that humanity is losing as a whole. Money Laundering is the critical component of any criminal activity that needs to be profitable. Therefore, fighting money laundering is fighting against all crimes including terrorism, human trafficking, drugs and wildlife trafficking. The United Nations (UN) estimates 2 trillion USD is […]

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