Neuroscience

  9. Object manifold geometry across the mouse cortical visual hierarchy

    1. Emmanouil Froudarakis
    2. Uri Cohen
    3. Maria Diamantaki
    4. Saumil Patel
    5. Zheng Tan
    6. Taliah Muhammad
    7. Edgar Y Walker
    8. Jacob Reimer
    9. Philipp Berens
    10. Haim Sompolinsky
    11. Andreas S Tolias

    • Curated by eLife

      eLife Assessment

      This valuable study examined the geometry of visual object representations across hierarchically organized stages of the mouse visual cortex. The use of large-scale training and recording techniques provides solid evidence for changes along the hierarchy that may contribute to invariant object recognition. These findings, particularly if they could be supported by further analyses and clarifications to rule out alternative explanations, including influences of low-level features on behavior and neural activity, help establish the potential usefulness of the mouse to understand the neural basis of object recognition.

    Reviewed by eLife

    3 evaluationsAppears in 1 listLatest version Latest activity
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