Search Results - "Brucklacher, Matthias"

Local minimization of prediction errors drives learning of invariant object representations in a generative network model of visual perception by Brucklacher, Matthias, Bohté, Sander M, Mejias, Jorge F, Pennartz, Cyriel M A

“…The ventral visual processing hierarchy of the cortex needs to fulfill at least two key functions: perceived objects must be mapped to high-level…”
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Learning to segment self-generated from externally caused optic flow through sensorimotor mismatch circuits by Brucklacher, Matthias, Pezzulo, Giovanni, Mannella, Francesco, Galati, Gaspare, Pennartz, Cyriel M.A.

“…Efficient sensory detection requires the capacity to ignore task-irrelevant information, for example when optic flow patterns created by egomotion need to be…”
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Masked Image Modeling as a Framework for Self-Supervised Learning across Eye Movements by Weiler, Robin, Brucklacher, Matthias, Pennartz, Cyriel M. A, Bohté, Sander M

“…To make sense of their surroundings, intelligent systems must transform complex sensory inputs to structured codes that are reduced to task-relevant…”
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