Jim Mutch
Massachusetts Institute of Technology(US)
Publications by Year
Research Areas
Visual perception and processing mechanisms, Neural dynamics and brain function, Face Recognition and Perception, Neural Networks and Applications, Visual Attention and Saliency Detection
Most-Cited Works
- → Multiclass Object Recognition with Sparse, Localized Features(2006)459 cited
- → Object Class Recognition and Localization Using Sparse Features with Limited Receptive Fields(2008)376 cited
- → Diagnosis by a Waiter and a Mars Explorer(2004)102 cited
- → Unsupervised learning of invariant representations(2015)93 cited
- CNS: a GPU-based framework for simulating cortically-organized networks(2010)
- → Unsupervised Learning of Invariant Representations in Hierarchical Architectures(2013)65 cited
- Why The Brain Separates Face Recognition From Object Recognition(2011)
- The computational magic of the ventral stream: sketch of a theory (and why some deep architectures work).(2012)
- Unsupervised learning of invariant representations with low sample complexity: the magic of sensory cortex or a new framework for machine learning?(2014)
- Learning Generic Invariances in Object Recognition: Translation and Scale(2010)