Primates can recognize objects despite 3D geometric variations such as in-depth rotations. The computational mechanisms that give rise to such invariances are yet to be fully understood. A curious ...

Convolutional Neural Networks (CNN) are a class of machine learning models predominately used in computer vision tasks and can achieve human-like performance through learning from experience. Their ...

The code and the images of this tutorial are free to use as regulated by the licence and subject to proper attribution: ...

Many species of animals exhibit an intuitive sense of number, suggesting a fundamental neural mechanism for representing numerosity in a visual scene. Recent empirical studies demonstrate that early ...

Deep learning architectures for the classification of images have shown outstanding results in a variety of disciplines, including dermatology. The expectations generated by deep learning for, e.g., ...

Computational drug discovery provides an efficient tool for helping large-scale lead molecule screening. One of the major tasks of lead discovery is identifying molecules with promising binding ...

2Department of Disease Data Science, Graduate School of Medicine, Osaka University, Suita, Osaka, Japan. 3Department of Frontier Science for Cancer and Chemotherapy, Graduate School of Medicine, Osaka ...