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PhD Candidate: Network Science for Green AI
3 weken geleden
Artificial Neural Networks (ANNs) are driving new applications in AI, data science and intelligent systems. Yet, their training demands significant computational power, leading to a need for energy-efficient techniques that work well on lightweight devices. Random sparse ANNs have shown promise in addressing this challenge. However, the full understanding of these models remains unclear. Developing green AI techniques poses significant challenges, including addressing energy consumption, optimising efficiency, and ensuring scalability to meet the demands of complex tasks and large-scale deployments. As a PhD candidate, you will leverage tools from network science to tackle these challenges and gain insights into the training dynamics of ANNs.
As a PhD candidate at Radboud University, you will spearhead the frontier of machine learning innovation. Dive into crafting groundbreaking miniaturised architectures for training sparse ANNs, while delving deep into their evolution during training using cutting-edge tools from the network science domain.
You will spend roughly 10 percent of your time (0.1 FTE) helping with the teaching activities in our department. For example, you may be asked to tutor practical assignments, grade coursework, give presentations during classes, or supervise student projects.
You will be supervised by Dr Lucia Cavallaro and Prof. Tom Heskes, researchers with strong expertise in both network science and artificial intelligence.
The Institute for Computing and Information Sciences (iCIS) values a diverse workforce. Female candidates are therefore particularly encouraged to apply.
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PhD Candidate: Network Science for Green AI
7 dagen geleden
Nijmegen, Gelderland, Nederland Radboud University VoltijdArtificial Neural Networks (ANNs) are driving new applications in AI, data science and intelligent systems. Yet, their training demands significant computational power, leading to a need for energy-efficient techniques that work well on lightweight devices. Random sparse ANNs have shown promise in addressing this challenge. However, the full understanding...
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PhD Candidate: Network Science for Green AI
47 minuten geleden
Nijmegen, Nederland Radboud Universiteit VoltijdWould you like to play a part in pioneering data science methods that promote sustainability and reliability in AI? Are you eager to delve into the application of network science for unlocking the secrets of the AI "black box"? Then come and join us as a PhD candidate to explore and innovate energy-efficient methods for machine learning training. Artificial...
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Phd Candidate: Computational Cognitive Science at
3 weken geleden
Nijmegen, Nederland Radboud Universiteit VoltijdEmployment 0.8 - 1.0 FTE Gross monthly salary € 2,770 - € 3,539 Required background Research University Degree Organizational unit Faculty of Social Sciences Application deadline 22 May 2024 In this PhD project, titled ’Cognitive capacities and machines: Why do calculators exist, if AGI cannot?’, you will adopt various theoretical and...
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Phd Candidate: Computational Cognitive Science at
1 week geleden
Nijmegen, Gelderland, Nederland Radboud Universiteit VoltijdEmploymentFTEGross monthly salary€ 2,770 - € 3,539Required backgroundResearch University DegreeOrganizational unitFaculty of Social SciencesApplication deadline22 May 2024In this PhD project, titled 'Cognitive capacities and machines: Why do calculators exist, if AGI cannot?', you will adopt various theoretical and meta-theoretical methodologies...
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PhD Candidate: Understanding Learning in Deep Neural Networks
47 minuten geleden
Nijmegen, Nederland Radboud Universiteit VoltijdAre you an aspiring computer science researcher interested in deep neural networks? Do you want to understand the fundamental limits of machine learning? Then you have a part to play as a PhD candidate. By investigating the learning behaviour of neural networks from both a theoretical and experimental angle, you will help us to better understand their limits...
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PhD Candidate
1 week geleden
Nijmegen, Gelderland, Nederland Radboud University VoltijdIn this PhD project, you will critically study causal mechanisms in the social sciences. The project is suitable for a candidate with a strong background in philosophy of science and a proven interest or experience in social scientific research (such as political science, international relations studies, sociology, or educational research). You will be able...
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Nijmegen, Gelderland, Nederland Radboud University VoltijdEmployment 1.0 FTEGross monthly salary € 2,770 - € 3,539Required background Research University DegreeOrganizational unit Faculty of ScienceApplication deadline 01 July 2024Are you an aspiring computer science researcher interested in deep neural networks? Do you want to understand the fundamental limits of machine learning? Then you have a part to play...
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Nijmegen, Nederland Radboud University VoltijdRecent advances in the field of artificial intelligence and machine learning have put artificial neural networks firmly on the map as a promising approach to both model and understand biological brains. This PhD project aims to harness the recent progress in AI to build computationally explicit models (Artificial Neural Networks, ANNs) that embody the...
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PhD Candidate: Motor Disorder Rehabilitation
3 weken geleden
Nijmegen, Nederland Radboud Universiteit VoltijdAre you intrigued by the interplay between feedforward and feedback models in motor control? And are you curious about the role of expectation, attention, and emotion? Then join the interdisciplinary and intersectoral training network TReND as a PhD candidate! We offer a position for a PhD candidate/EU MSCA Fellow for the EU-funded Marie Skłodowska-Curie...
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PhD Candidate: Motor Disorder Rehabilitation
4 weken geleden
Nijmegen, Nederland Radboud Universiteit VoltijdAre you intrigued by the interplay between feedforward and feedback models in motor control? And are you curious about the role of expectation, attention, and emotion? Then join the interdisciplinary and intersectoral training network TReND as a PhD candidate! We offer a position for a PhD candidate/EU MSCA Fellow for the EU-funded Marie Skłodowska-Curie...
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Nijmegen, Gelderland, Nederland Radboud University VoltijdRecent advances in the field of artificial intelligence and machine learning have put artificial neural networks firmly on the map as a promising approach to both model and understand biological brains. This PhD project aims to harness the recent progress in AI to build computationally explicit models (Artificial Neural Networks, ANNs) that embody the...
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PhD Candidate: Motor Disorder Rehabilitation
4 weken geleden
Nijmegen, Gelderland, Nederland Radboud Universiteit VoltijdAre you intrigued by the interplay between feedforward and feedback models in motor control? And are you curious about the role of expectation, attention, and emotion? Then join the interdisciplinary and intersectoral training network TReND as a PhD candidateWe offer a position for a PhD candidate/EU MSCA Fellow for the EU-funded Marie Skłodowska-Curie...
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PhD Candidate: Motor Disorder Rehabilitation
1 week geleden
Nijmegen, Gelderland, Nederland Radboud Universiteit VoltijdAre you intrigued by the interplay between feedforward and feedback models in motor control? And are you curious about the role of expectation, attention, and emotion? Then join the interdisciplinary and intersectoral training network TReND as a PhD candidateWe offer a position for a PhD candidate/EU MSCA Fellow for the EU-funded Marie Skłodowska-Curie...
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PhD Candidate: Motor Disorder Rehabilitation
3 weken geleden
Nijmegen, Gelderland, Nederland Radboud Universiteit VoltijdAre you intrigued by the interplay between feedforward and feedback models in motor control? And are you curious about the role of expectation, attention, and emotion? Then join the interdisciplinary and intersectoral training network TReND as a PhD candidateWe offer a position for a PhD candidate/EU MSCA Fellow for the EU-funded Marie Skłodowska-Curie...
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PhD Candidate
1 week geleden
Nijmegen, Gelderland, Nederland Radboud University VoltijdThe Chair Group of Environmental Governance and Politics (EGP) at the Nijmegen School of Management, Radboud University, is looking for a postdoctoral researcher or PhD candidate. You will be part of a transdisciplinary consortium, called SAFE, working on the project 'Accelerating the Transition to Animal-free Next Generation Risk Assessment (NGRA): A...
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Nijmegen, Nederland Radboud University VoltijdIn this PhD project, you will critically study causal mechanisms in the social sciences. The project is suitable for a candidate with a strong background in philosophy of science and a proven interest or experience in social scientific research (such as political science, international relations studies, sociology, or educational research). You will be able...
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PhD Candidate in Program Verification
3 weken geleden
Nijmegen, Nederland Radboud Universiteit VoltijdDo you want to carry out a PhD in program verification and proof assistants? And help to scale it up to the verification of realistic systems software? You will be working on the semantics and verification of systems software (libraries for concurrency, efficient data structures, compilers, and/or operating systems) using type systems, separation logic, and...
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PhD Candidate in Program Verification
4 weken geleden
Nijmegen, Nederland Radboud Universiteit VoltijdDo you want to carry out a PhD in program verification and proof assistants? And help to scale it up to the verification of realistic systems software? You will be working on the semantics and verification of systems software (libraries for concurrency, efficient data structures, compilers, and/or operating systems) using type systems, separation logic, and...
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Phd Candidates for Social Studies of Scholarly
3 weken geleden
Nijmegen, Nederland Radboud Universiteit VoltijdEmployment 1.0 FTE Gross monthly salary € 2,770 - € 3,539 Required background Research University Degree Organizational unit Faculty of Science Application deadline 13 May 2024 The first PhD project mainly involves a quantitative social science study of how the transformative developments affect the content of peer review reports. The study involves a...
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PhD Candidate: Small Molecule RNA Targeting
4 weken geleden
Nijmegen, Nederland Radboud Universiteit VoltijdThe Physical-Organic Chemistry department at Radboud University is looking for a PhD candidate to work on the development of new chemical methods to study RNA targeting. RNA is an essential biomolecular polymer that exhibits many cellular functions that are crucial for life, ranging from catalytic to informational. The recently discovered versatile cellular...