Science
Next-generation artificial vision comes into view
https://science.sciencemag.org/content/366/6466/671  

Nature Neuroscience
A deep learning framework for neuroscience
https://www.nature.com/articles/s41593-019-0520-2

Nature Machine intelligence
Adversarial explanations for understanding image classification decisions and improved neural network robustness
https://www.nature.com/articles/s42256-019-0104-6

Neuron
Corticostriatal Flow of Action Selection Bias
https://www.cell.com/neuron/fulltext/S0896-6273(19)30802-5#%20  

Dynamics of Awake Hippocampal-Prefrontal Replay for Spatial Learning and Memory-Guided Decision Making
https://www.cell.com/neuron/fulltext/S0896-6273(19)30785-8  

Nature communications
Inhibitory microcircuits for top-down plasticity of sensory representations
https://www.nature.com/articles/s41467-019-12972-2

A tool for functional brain imaging with lifespan compliance
https://www.nature.com/articles/s41467-019-12486-x

The Eighty Five Percent Rule for optimal learning
https://www.nature.com/articles/s41467-019-12552-4

Journal of neuroscience
Computational Mechanisms for Perceptual Stability using Disparity and Motion Parallax
https://www.jneurosci.org/content/early/2019/11/07/JNEUROSCI.0036-19.2019

Current Biology
Sign and Speech Share Partially Overlapping Conceptual Representations
https://www.cell.com/current-biology/fulltext/S0960-9822(19)31158-3

Uncertainty and Surprise Jointly Predict Musical Pleasure and Amygdala, Hippocampus, and Auditory Cortex Activity
https://www.cell.com/current-biology/fulltext/S0960-9822(19)31258-8

Gap Junction Coupling Shapes the Encoding of Light in the Developing Retina
https://www.cell.com/current-biology/fulltext/S0960-9822(19)31365-X

Scientific report
Prefrontal activation related to spontaneous creativity with rock music improvisation: A functional near-infrared spectroscopy study
https://www.nature.com/articles/s41598-019-52348-6

PLoS computational biology
Color improves edge classification in human vision
https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1007398

Spectral tuning of adaptation supports coding of sensory context in auditory cortex
https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1007430

Frontiers in Computational Neuroscience
Tonality Tunes the Statistical Characteristics in Music: Computational Approaches on Statistical Learning
https://www.frontiersin.org/articles/10.3389/fncom.2019.00070/full