Research opportunities

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Intelligent Systems, McGill Edge Intelligence Lab (MEIL), Power Engineering


Immediate Openings

 

Intelligent Systems

Machine Learning and Bioinformatics - There are openings for PhD and Master students in Prof. Emad's lab in the area of bioinformatics and machine learning. The projects involve developing novel computational methods and algorithms using techniques from machine learning, graph mining, statistical inference and graph theory, to address various problems in cancer genomics and pharmacogenomics. If you are interested in these areas, have a strong programming background, and have knowledge in machine learning, statistics or bioinformatics, contact Professor Amin Emad and include your CV (containing your GPA, publications, relevant courses, etc.).

McGill Edge Intelligence Lab (MEIL)

Deep Learning and Computer Hardware design - There are openings for Postdocs, PhD, and Master students in Edge Intelligence lab in the area of deep learning and computer hardware design. The projects involve developing novel and efficient neural network architectures and algorithms for edge devices (mobile, IoT, wearables). Specific topics of current interest include network compression techniques, hardware-software co-design of neural network systems, and efficient implementation of large-scale deep neural networks. If you are interested in these areas, have a strong programming background, and have knowledge in machine learning, computer hardware design, computer vision and/or natural language processing, contact admin.meil [at] mcgill.ca (Professor Warren Gross) and include your CV (containing your GPA, publications, relevant courses, etc.).

Laboratoire d'Intelligence de Pointe (McGill Edge Intelligence Lab-MEIL)

MEIL possède des postes ouverts pour postdocs, doctorat et maitrise dans les domaines de l’apprentissage approfondi et conception de matériel informatique. Les projets impliquent le développement d'architectures de réseaux neuronaux et d'algorithmes nouveaux et efficaces pour les périphériques (mobiles, IoT, portables). Les sujets spécifiques d'intérêt actuel comprennent les techniques de compression des réseaux, la co-conception matériel-logiciel des systèmes de réseaux neuronaux et la mise en œuvre efficace de réseaux neuronaux profonds à grande échelle. Si ces domaines vous intéressent, si vous avez une formation solide en programmation et si vous avez des connaissances en apprentissage automatique, en conception de matériel informatique, et une vision en traitement du langage naturel, soumettez votre lettre d'intention et CV (contenant vos relevé de notes, vos publications, les cours pertinents, etc.) au admin.meil [at] mcgill.ca (Professor Warren Gross).

Power Engineering

Post Doctoral, PhD and Master positions are currently available in the area of electric energy systems and electric motor drives, and specifically in microgrid control and operation, the integration of distributed energy resources into distribution systems, intelligent distribution grids and electric vehicle motor drive optimization. Students interested in these areas of study should contact Professor Geza Joos.

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