Institut für Kognitionswissenschaft

Institute of Cognitive Science

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Michael Marino, M. Sc.

Michael Marino

Institute of Cognitive Science
Wachsbleiche 27
49090 Osnabrück

Raum: 50/106
Tel.: +49 541 969 3372
Fax: +49 541 969 7182

Research interests

  • Pattern Recognition
  • Computer Vision
  • Signal Processing
  • Machine learning
  • Robotics

My PhD project focuses on connecting bottom-up, data-driven models with top-down hierarchical models, with the intention of improving our ability to analyze and understand artificial intelligence models from a human perspective. I developed a way of extracting an emergent class hierarchy from neural network models based on comparing correlations across neural activations which showed interesting properties in terms of cross-model invariance. Project description