Connectionists: NEURAL COMPUTATION - August 1, 2018

[Terry Sejnowski]

Neural Computation - Volume 30, Number 8 - August 1, 2018

Available online for download now:
http://www.mitpressjournals.org/toc/neco/30/8

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Article

Machine Learning: Deepest Learning as 
Statistical Data Assimilation Problems
Henry D. I. Abarbanel, Paul J. Rozdeba, and Sasha Shirman

Letters

Optimal Decoding of Dynamic Stimuli by Heterogeneous Populations 
of Spiking Neurons - a Closed Form Approximation
Yuval Harelc, Ron Meir, and Manfred Opper

Neural Simpletrons - Learning in the Limit of Few Labels 
With Directed Generative Networks
Dennis Forster, Abdul-Saboor Sheikh, and Joerg Luecke

Methods for Assessment of Memory Reactivation
Shizhao Liu, Andres D. Grosmark, and Zhe Chen

Evidence for Rentian Scaling of Functional Modules 
in Diverse Biological Networks
Javier J. How, Saket Navlakha

A Comparative Study of Pairwise Learning Methods 
Based on Kernel Ridge Regression
Michiel Stock, Tapio Pahikkala, Antti Airola, 
Bernard De Baets, and Willem Waegeman

Confounder Detection in High Dimensional Linear Models 
Using First Moments of Spectral Measures
Furui Liu, Laiwan Chan


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