339 citations
- Stanford UniversityUS7 papers
- Allen Institute for Brain ScienceUS3 papers
- Howard Hughes Medical InstituteUS3 papers
- Bioengineering CenterRU2 papers
- Harvard UniversityUS2 papers
- Massachusetts General HospitalUS2 papers
- Neuroscience InstituteIT2 papers
- Princeton UniversityUS2 papers
- Stanford MedicineUS2 papers
- Uber AI (United States)US2 papers
- University of California, BerkeleyUS2 papers
- University of California, DavisUS2 papers
5 papers · 1 filter
Improved Methods for Making Inferences About Multiple Skipped Correlations
Rand Wilcox, Guillaume Rousselet, Cyril Pernet
A skipped correlation has the advantage of dealing with outliers in a manner that takes into account the overall structure of the data cloud. For p-variate data, , there i…
Exact explosive synchronization transitions in Kuramoto oscillators with time-delayed coupling
Hui Wu, Mukesh Dhamala
Synchronization commonly occurs in many natural and man-made systems, from neurons in the brain to cardiac cells to power grids to Josephson junction arrays. Transitions to or out…
Convolutional Neural Networks for Skull-stripping in Brain MR Imaging using Consensus-based Silver standard Masks
Oeslle Lucena, Roberto Souza, Leticia Rittner +2
Convolutional neural networks (CNN) for medical imaging are constrained by the number of annotated data required in the training stage. Usually, manual annotation is considered to…
Differentiable plasticity: training plastic neural networks with backpropagation
Thomas Miconi, Jeff Clune, Kenneth O. Stanley
How can we build agents that keep learning from experience, quickly and efficiently, after their initial training? Here we take inspiration from the main mechanism of learning in b…
Learning to Play with Intrinsically-Motivated Self-Aware Agents
Nick Haber, Damian Mrowca, Li Fei-Fei +1
Infants are experts at playing, with an amazing ability to generate novel structured behaviors in unstructured environments that lack clear extrinsic reward signals. We seek to mat…