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- Massachusetts Institute of TechnologyUS27 papers
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4 papers · 1 filter
Solving the inverse problem of noise-driven dynamic networks
Zhaoyang Zhang, Zhigang Zheng, Haijing Niu +3
Nowadays massive amount of data are available for analysis in natural and social systems. Inferring system structures from the data, i.e., the inverse problem, has become one of th…
Deep Neural Networks Rival the Representation of Primate IT Cortex for Core Visual Object Recognition
Charles F. Cadieu, Ha Hong, Daniel L. K. Yamins +5
The primate visual system achieves remarkable visual object recognition performance even in brief presentations and under changes to object exemplar, geometric transformations, and…
A Deep Representation for Invariance And Music Classification
Chiyuan Zhang, Georgios Evangelopoulos, Stephen Voinea +2
Representations in the auditory cortex might be based on mechanisms similar to the visual ventral stream; modules for building invariance to transformations and multiple layers for…
Spatial Information in Large-Scale Neural Recordings
Thaddeus R. Cybulski, Joshua I. Glaser, Adam H. Marblestone +4
A central issue in neural recording is that of distinguishing the activities of many neurons. Here, we develop a framework, based on Fisher information, to quantify how separable a…