Huidige banen gerelateerd aan PhD for the Donders Centre for Cognition: Designing Novel Monte Carlo Algorithms - Nijmegen, Gelderland - Radboud Universiteit


  • Nijmegen, Gelderland, Nederland Radboud University Voltijd

    Job SummaryWe are seeking a highly motivated Research Assistant to join our team at the Donders Centre for Cognition. As a Research Assistant, you will be involved in various research projects, including recruitment, data collection, and analysis.Key ResponsibilitiesRecruit and schedule participants and patients for research studiesExplain experimental...


  • Nijmegen, Gelderland, Nederland Radboud University Voltijd

    About the RoleWe are seeking a highly motivated Research Assistant to join our team at the Donders Centre for Cognition, Radboud University. As a Research Assistant, you will play a crucial role in supporting our research projects, working closely with our team of experts in cognitive science.Key ResponsibilitiesRecruit and schedule participants and/or...


  • Nijmegen, Gelderland, Nederland Radboud University Voltijd

    About the ProjectWe are seeking a PhD candidate to contribute to the development and evaluation of an interactive voice-based AI system for dementia care. This project aims to improve the Quality of Life of elderly individuals with neurodegenerative diseases by providing personalized, enduring, and adaptive support.Key ResponsibilitiesDesign and develop...


  • Nijmegen, Gelderland, Nederland Radboud University Voltijd

    About the ProjectWe are seeking a highly motivated PhD candidate to contribute to the development and evaluation of an interactive voice-based AI system for dementia care. This project aims to improve the Quality of Life of elderly individuals with neurodegenerative diseases by providing personalized, enduring, and adaptive support.Key ResponsibilitiesDesign...


  • Nijmegen, Gelderland, Nederland Radboud University Voltijd

    About the ProjectWe are seeking a PhD candidate to contribute to the development and evaluation of an interactive voice-based AI system for dementia care. The system aims to improve the quality of life of elderly individuals with neurodegenerative diseases by providing personalized, enduring, and adaptive support.Key ResponsibilitiesDesign and develop...


  • Nijmegen, Gelderland, Nederland Radboud University Voltijd

    About the ProjectWe are seeking a highly motivated PhD candidate to contribute to the development and evaluation of an interactive voice-based AI system for dementia care. This project aims to improve the Quality of Life of elderly individuals with neurodegenerative diseases by providing personalized, enduring, and adaptive support.Key ResponsibilitiesDesign...


  • Nijmegen, Gelderland, Nederland Royal HaskoningDHV Zwolle Voltijd

    Are you driven by innovation in the digital landscape?At Royal HaskoningDHV, a prominent firm in engineering and consultancy, we are looking for a skilled Design Manager to enhance our Mission Critical Facilities (MCF) Data Centre division. Our organization is recognized globally for its expertise in creating sustainable and reliable data centre...


  • Nijmegen, Gelderland, Nederland Royal HaskoningDHV Zwolle Voltijd

    Are you driven by innovation in the digital landscape?At Royal HaskoningDHV, a prominent firm in the engineering sector, we are looking for a Design Manager to enhance our Mission Critical Facilities (MCF) Data Centre division. Our organization is recognized globally for its expertise in designing and engineering sustainable data centres.Your Role as a...


  • Nijmegen, Gelderland, Nederland Max Planck Institute for Psycholinguistics Voltijd

    Position Overview The Multimodal Language Department at the Max Planck Institute for Psycholinguistics is seeking a dedicated PhD candidate to engage in a pioneering research project focused on referential communication across languages. This project aims to explore how different languages utilize reference systems and gestures to establish joint attention...


  • Nijmegen, Gelderland, Nederland Max Planck Institute for Psycholinguistics Voltijd

    Position Overview The Max Planck Institute for Psycholinguistics is seeking a dedicated PhD candidate to engage in groundbreaking research within the Multimodal Language Department. This project focuses on the intricate systems of reference utilized in various languages, exploring how these systems facilitate joint attention and social cognition among...


  • Nijmegen, Gelderland, Nederland Royal HaskoningDHV Zwolle Voltijd

    Are you driven by innovation in the data centre sector?At Royal HaskoningDHV, a premier engineering and consultancy firm, we are looking for a skilled Design Manager to join our esteemed Mission Critical Facilities (MCF) team. Our firm is recognized globally for its expertise in creating reliable and sustainable data centres, and we are eager to expand our...


  • Nijmegen, Gelderland, Nederland Royal HaskoningDHV Zwolle Voltijd

    Are you driven by innovation in the data centre sector?Royal HaskoningDHV, a prominent player in engineering and consultancy, is seeking a Design Manager to join our Mission Critical Facilities (MCF) team. This role is integral to our commitment to designing and engineering sustainable and reliable data centres globally.Your Role as a Design Manager...


  • Nijmegen, Gelderland, Nederland Max Planck Institute for Psycholinguistics Voltijd

    Position Overview The Max Planck Institute for Psycholinguistics is seeking a dedicated PhD candidate to explore the intricate dynamics of reference systems in language. This research initiative focuses on how different languages utilize reference mechanisms to facilitate communication and establish joint attention among speakers. Research Focus The project...


  • Nijmegen, Gelderland, Nederland Radboud University Voltijd

    {"title": "Neuromorphic Human-Computer Interaction Researcher", "content": "Join Our Research TeamWe are seeking a highly motivated PhD candidate to join our research team at Radboud University, working on the development of real-time, interactive, and energy-efficient AI inspired by models of the human brain. Your research will focus on the application of...


  • Nijmegen, Gelderland, Nederland Radboud University Voltijd

    Research Opportunity in Neuromorphic Human-Computer InteractionWe are seeking a highly motivated PhD candidate to join our research team at Radboud University, focusing on the development of real-time, interactive, and energy-efficient AI inspired by models of the human brain.Research ObjectivesDevelop novel algorithms for real-time AI based on Bayesian...


  • Nijmegen, Gelderland, Nederland Max Planck Institute for Psycholinguistics Voltijd

    Position Overview The Multimodal Language Department at the Max Planck Institute for Psycholinguistics is seeking a PhD candidate to explore the intricate systems of reference in language. This research will delve into how various languages utilize reference systems, such as demonstratives and pronouns, to facilitate communication and establish joint...


  • Nijmegen, Gelderland, Nederland Radboud University Voltijd

    About the RoleWe are seeking a highly motivated PhD candidate to join our team at Radboud University in the field of Neuromorphic Human-Computer Interaction. As a PhD researcher, you will be part of a dynamic research environment focused on innovation and real-world impact.Key ResponsibilitiesConduct research on developing a more real-time, interactive, and...


  • Nijmegen, Gelderland, Nederland Radboud University Voltijd

    Job DescriptionWe are seeking a highly motivated PhD candidate to join our multidisciplinary project focused on developing new drug development technology based on the design and synthesis of small molecules to modulate protein-protein interactions.Key ResponsibilitiesDevelop new and efficient synthesis routes to novel classes of small molecules that can...


  • Nijmegen, Gelderland, Nederland Radboud University Voltijd

    Research Opportunity at Radboud UniversityWe are seeking a highly motivated PhD candidate to join our multidisciplinary project focused on developing new drug development technology. The project aims to design and synthesize unique molecules that can modulate protein-protein interactions in the cell.Key Responsibilities:Develop new and efficient synthesis...


  • Nijmegen, Gelderland, Nederland Radboud University Voltijd

    Project OverviewWe are seeking a highly motivated PhD researcher to join our team at Radboud University to investigate the effects of a mindfulness-based intervention among distressed romantic couples.The project will be the first large-scale study to systematically test the potential of mindfulness to improve relationship wellbeing, using rigorous methods...

PhD for the Donders Centre for Cognition: Designing Novel Monte Carlo Algorithms

4 maanden geleden


Nijmegen, Gelderland, Nederland Radboud Universiteit Voltijd

Are you interested in designing and analysing algorithms based on completely novel computing principles? And in collaborating with physics researchers to finetune Markov Chain Monte Carlo algorithms using new materials currently only available in specialist labs? Or in working towards computation principles of the next decade? Then this PhD position may be of interest to you

In this PhD position you will develop and analyse a new class of Markov chain Monte Carlo algorithms (such as Gibbs Sampling and Metropolis-Hastings) that make use of a novel technology that is currently only available in specialist labs. Using dedicated photonic manipulation, researchers can build covarying bits out of magnetic fields at the nanoscale that can be used at speeds that are orders of magnitude faster than current CMOS technology. In order to demonstrate the computational power of so-called synchronised stochasticity for approximate Bayesian inference, you will develop novel MCMC algorithms that make use of this feature for energy, time and space efficiency. In addition to algorithm development, implementation (using an emulator) and simulation, you will also work on analysing the theoretical properties of these algorithms using the mathematical framework of randomised complexity theory.

You will be part of both the Probabilistic Graphical Models group at the Donders Centre for Cognition and the interdisciplinary team of researchers and PhD candidates on this consortium project. In addition to research in this domain, you will contribute to academic teaching in the BSc and MSc programmes in AI, follow courses offered by the Donders Graduate school and the national IPA and SIKS research schools, and collaborate with inspiring colleagues in the international PGM research community.

Profile
  • You have an MSc in computer science, applied mathematics, artificial intelligence, or a related discipline.
  • You have a strong interest in performing foundational algorithmics and computational complexity research.
  • You have mature mathematical knowledge and programming skills, for example demonstrated in your MSc thesis research project.
  • You are familiar with Linux and preferably have experience with programming in low-level languages such as C/C++ and assembly language and/or low-level hardware design such as VHDL.
  • You have good writing and presentation skills, a good command of the English language, and demonstratable skills in interdisciplinary collaboration (e.g. in your study programme).
  • Knowledge of / experience in Bayesian networks and approximate Bayesian inference is appreciated.

    We are

    The Donders Institute for Brain, Cognition and Behaviour is a world-class interfaculty research centre that houses more than 700 researchers devoted to understanding the mechanistic underpinnings of the human mind. Research at the Donders Institute is focused around four themes: 1. Language and communication, 2. Perception, action and control, 3. Plasticity and memory, 4. Neural computation and neurotechnology. Excellent, state-of-the-art research facilities are available for the broad range of neuroscience research that is being conducted at the Donders Institute. The Donders Institute has been assessed by an international evaluation committee as 'excellent' and recognised as a 'very stimulating environment for top researchers, as well as for young talent'. The Donders Institute fosters a collaborative, multidisciplinary, supportive research environment with a diverse international staff. English is the lingua franca at the Institute.

    You will join the Probabilistic Graphical Models Group, led by Prof. Johan Kwisthout, who will be your supervisor. This group studies the foundations and applications of Probabilistic Graphical Models (PGMs). The group's research is centred around two research lines: 'PGMs for decision support systems' and 'Foundations of stochastic computing'. The first line focuses on explainability, trustworthiness, maintainability, online or federated learning etc. in Bayesian networks and other PGM models, particularly with applications in clinical decision support systems. The second research line focuses on topics such as approximate Bayesian inference, parameterised complexity classes for stochastic computing, and realisation of probability distributions and computations on them in novel materials and computing architectures. This position contributes to the second research line and to a better understanding of the computational power of synchronisation for algorithm design.

    Radboud University

    At Radboud University, we aim to make an impact through our work. We achieve this by conducting groundbreaking research, providing high-quality education, offering excellent support, and fostering collaborations within and outside the university. In doing so, we contribute indispensably to a healthy, free world with equal opportunities for all. To accomplish this, we need even more colleagues who, based on their expertise, are willing to search for answers. We advocate for an inclusive community and welcome employees with diverse backgrounds, cultures, and perspectives. Will you also contribute to making the world a little better? You have a part to play.

    Faculty of Social Sciences

    At the Faculty of Social Sciences, humanity and society are our focus; we study how people behave, think and feel. Within this context, we look at themes such as human behaviour and the human psyche, education and upbringing, communication, society and culture. The faculty provides education to 6,000 students and employs 700 staff. Education is organised into six programme clusters: Psychology; Artificial Intelligence; Pedagogical Sciences and Educational Sciences; Communication Science; Sociology; and Cultural Anthropology and Developmental Sociology. Our research is carried out within three research institutes: the Donders Centre for Cognition, the Behavioural Science Institute, and Radboud Social Cultural Research.

    We offer
    • We will give you a temporary employment contract (0.8 FTE 5- year contract - 1.0 FTE 4- year contract) of 1,5 years, after which your performance will be evaluated. If the evaluation is positive, your contract will be extended by 2.5 years (4-year contract) or 3.5 years (5-year contract).
    • You will receive a starting salary of €2,770 gross per month based on a 38-hour working week, which will increase to €3,539 from the fourth year onwards (salary scale P).
    • You will receive an 8% holiday allowance and an 8,3% end-of-year bonus.
    • You will be able to use our Dual Career and Family Support Service. The Dual Career Programme assists your partner via support, tools, and resources to improve their chances of independently finding employment in the Netherlands. Our Family Support Service helps you and your partner feel welcome and at home by providing customised assistance in navigating local facilities, schools, and amenities. Also take a look at our support for international staff page to discover all our services for international employees.
    • You will receive extra days off. With full-time employment, you can choose between 30 or 41 days of annual leave instead of the statutory 20.

      Additional employment conditions

      Work and science require good employment practices. Radboud University's primary and secondary employment conditions reflect this. You can make arrangements for the best possible work-life balance with flexible working hours, various leave arrangements and working from home. You are also able to compose part of your employment conditions yourself. For example, exchange income for extra leave days and receive a reimbursement for your sports membership. And, of course, we offer a good pension plan. We also give you plenty of room and responsibility to develop your talents and realise your ambitions. Therefore, we provide various training and development schemes.