Jim Mutch

Massachusetts Institute of Technology — United States

Neuroscience · Life Sciences

12h-index1.3kcitations22works0.02yr avg
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Research Topics

Visual perception and processing mechanisms(11), Neural dynamics and brain function(10), Face Recognition and Perception(8), Neural Networks and Applications(4), Visual Attention and Saliency Detection(4)

Publications22 total

Invariant Recognition Predicts Tuning of Neurons in Sensory Cortex
Cognitive science and technology·2016· 10 cited
Unsupervised learning of invariant representations
Theoretical Computer Science·2015· 93 citedOpen Access
Computational role of eccentricity dependent cortical magnification
arXiv (Cornell University)·2014· 13 citedOpen Access
Unsupervised learning of invariant representations with low sample complexity: the magic of sensory cortex or a new framework for machine learning?
2014· 20 cited
Unsupervised Learning of Invariant Representations in Hierarchical\n Architectures
arXiv (Cornell University)·2013· 14 citedOpen Access
Unsupervised Learning of Invariant Representations in Hierarchical Architectures
arXiv (Cornell University)·2013· 65 citedOpen Access
The computational magic of the ventral stream: sketch of a theory (and why some deep architectures work).
DSpace@MIT (Massachusetts Institute of Technology)·2012· 27 citedOpen Access
Why The Brain Separates Face Recognition From Object Recognition
DSpace@MIT (Massachusetts Institute of Technology)·2011· 34 citedOpen Access
Learning to discount transformations as the computational goal of visual cortex
Nature Precedings·2011· 4 citedOpen Access
Learning to discount transformations as the computational goal of visual cortex
Nature Precedings·2011· 3 citedOpen Access
A hierarchical model of peripheral vision
DSpace@MIT (Massachusetts Institute of Technology)·2011· 8 citedOpen Access
How can cells in the anterior medial face patch be viewpoint invariant?
Nature Precedings·2011· 2 citedOpen Access
How can cells in the anterior medial face patch be viewpoint invariant?
Nature Precedings·2011· 1 citedOpen Access
Neurons That Confuse Mirror-Symmetric Object Views
DSpace@MIT (Massachusetts Institute of Technology)·2010· 2 citedOpen Access
Learning Generic Invariances in Object Recognition: Translation and Scale
DSpace@MIT (Massachusetts Institute of Technology)·2010· 17 citedOpen Access
From primal templates to invariant recognition
DSpace@MIT (Massachusetts Institute of Technology)·2010· 6 citedOpen Access
CNS: a GPU-based framework for simulating cortically-organized networks
DSpace@MIT (Massachusetts Institute of Technology)·2010· 85 citedOpen Access
Object Class Recognition and Localization Using Sparse Features with Limited Receptive Fields
International Journal of Computer Vision·2008· 376 cited
Multiclass Object Recognition with Sparse, Localized Features
2006· 459 cited
Diagnosis by a Waiter and a Mars Explorer
Proceedings of the IEEE·2004· 102 cited
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Frequent Co-authors

Joel Z. Leibo(17), Tomaso Poggio(17), Lorenzo Rosasco(8), Andrea Tacchetti(6), Fabio Anselmi(5), Rubén Morales-Menéndez(3), David Lowe(2), David Poole(2), Shimon Ullman(2), Leyla Işık(2), Federico Guedea-Elizalde(2), N. deFreitas(1), Richard Dearden(1), Frank Hutter(1), Ulf Knoblich(1), Sang Wan Lee(1), Steve Smale(1), Nando de Freitas(1), Ricardo A. Ramírez-Mendoza(1)