PhD Researcher in Brain Function Modeling

il y a 3 semaines


Palaiseau, Île-de-France INRIA Temps plein
Job Description

As a PhD Researcher in Brain Function Modeling, you will be part of a team working on developing novel methods for modeling brain function using large-scale imaging resources. Your primary responsibility will be to build basic models of brain function, identifying core structures of brain networks that provide relevant primitives for fitting AI models.

Key Responsibilities
  • Develop a multi-resolution dictionary learning strategy to 2k or even 4k components.
  • Augment the learned model with contrastive strategies that produce merging of the data, revealing statistical relationships between models.
  • Associate semantics with components by investigating stable predictive associations between cognitive annotations of the data and the brain components whose signal predicts the occurrence of these labels across datasets.
  • Learn the dependence structure of the model, summarised by a classical covariance structure, or captured by conditional distributions of the signals in the model components.
  • Propose a scheme for adapting the model to new individual data based on the model in [15].
Requirements
  • Master of Python scientific programming.
  • Experience in neuroimaging and machine learning.
  • Good knowledge of English.
Benefits
  • Subsidized meals.
  • Partial reimbursement of public transport costs.
  • Leave: 7 weeks of annual leave + 10 extra days off due to RTT (statutory reduction in working hours) + possibility of exceptional leave.
  • Possibility of teleworking and flexible organization of working hours.
  • Professional equipment available.
  • Access to vocational training.
  • Social security coverage.
Remuneration

Minimum remuneration: 2,100 € gross/month.



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