Connectionists: NEURAL COMPUTATION - January, 2018

[Terry Sejnowski]

Neural Computation - Volume 30, Number 1 - January 1, 2018

Available online for download now:
http://www.mitpressjournals.org/toc/neco/30/1

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Articles

Dynamics of Learning in MLP: Natural Gradient and Singularity Revisited
Shun-ichi Amari, Tomoko Ozeki, Ryo Karakida, Yuki Yoshida, and Masato Okada

Balancing New Against Old Information: 
The Role of Puzzlement Surprise in Learning
Faraji Mohammadjavad, Kerstin Preuschoff, and Wulfram Gerstner

Why Do Similarity Matching Objectives Lead to Hebbian/anti-Hebbian Networks?
Cengiz Pehlevan, Anirvan M. Sengupta, and Dmitri B. Chklovskii


Letters

Capturing Spike Variability in Noisy Izhikevich Neurons Using 
Point Process Generalized Linear Models
Jacob Ãtergaard, Mark A Kramer, and Uri Eden

Mechanism-based and Input-output Modeling of the Key Neuronal Connections 
and Signal Transformations in the CA3-CA1 Regions of the Hippocampus
Kunling Geng, Dae C. Shin, Dong Song, Robert E Hampson, Sam A Deadwyler, 
Theodore Berger, and Vasilis Z Marmarelis

Improved Perceptual Learning by Control of Extracellular GABA Concentration 
by Astrocytic Gap Junctions
Osamu Hoshino, Meihong Zheng, and Kazuo Watanabe

Sequence Classification Using Third Order Moments
Rasmus Troelsgaard, Lars Kai Hansen

Predictive Coding for Dynamic Visual Processing: Development of 
Functional Hierarchy in a Multiple Spatio-Temporal Scales RNN Model
Minkyu Choi, Jun Tani.

Temporal Causal Inference With Time Lag
Sizhen Du, Guojie Song, Lei Han, and Haikun Hong

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