Alireza Alemi

This study uses a deep CNN to analyze rat object vision performance and finds that rats exhibit more invariant perceptual strategies than CNNs, suggesting advanced visual processing capabilities.

The paper proposes a framework for neural circuits to learn dynamic tasks using local synaptic plasticity rules and two key mechanisms: top-down feedback and balanced excitation-inhibition.