Science
Inception of memories that guide vocal learning in the songbird
https://science.sciencemag.org/content/366/6461/83  

Nature
Grandmaster level in StarCraft 2 II using multi-agent reinforcement learning
https://www.nature.com/articles/s41586-019-1724-z

Quantum supremacy using a programmable superconducting processor
https://www.nature.com/articles/s41586-019-1666-5

Nature Neuroscience
Adaptive disinhibitory gating by VIP interneurons permits associative learning
https://www.nature.com/articles/s41593-019-0508-y

CA1-projecting subiculum neurons facilitate object–place learning
https://www.nature.com/articles/s41593-019-0496-y

Neuron
Reliable Sequential Activation of Neural Assemblies by Single Pyramidal Cells in a Three-Layered Cortex
https://www.cell.com/neuron/fulltext/S0896-6273(19)30643-9 

Premembering Experience: A Hierarchy of Time-Scales for Proactive Attention
https://www.cell.com/neuron/fulltext/S0896-6273(19)30736-6

Designing and Interpreting Psychophysical Investigations of Cognition
https://www.cell.com/neuron/fulltext/S0896-6273(19)30789-5

Neural Basis of Observational Fear Learning: A Potential Model of Affective Empathy
https://www.cell.com/neuron/fulltext/S0896-6273(19)30786-X

Nature communications
Symmetry group factorization reveals the structure-function relation in the neural connectome of Caenorhabditis elegans
https://www.nature.com/articles/s41467-019-12675-8

Convergent evolution of face spaces across human face-selective neuronal groups and deep convolutional networks
https://www.nature.com/articles/s41467-019-12623-6

Current Biology
Economic Decisions through Circuit Inhibition
https://www.cell.com/current-biology/fulltext/S0960-9822(19)31189-3

PLoS computational biology
Constrained inference in sparse coding reproduces contextual effects and predicts laminar neural dynamics
https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1007370