Department of Chemistry, Department of Biomolecular Chemistry and National Center for Quantitative Biology of Complex Systems, University of Wisconsin—Madison, Madison, Wisconsin 53706, United States ...

Nowadays, neural networks act as a synonym for artificial intelligence. Present neural network models, although remarkably powerful, are inefficient both in terms of data and energy. Several ...

Dynamical systems underpin fundamental processes in biology and disease, including differentiation and cancer. Gene expression serves as a molecular proxy to characterize cell states. Single-cell RNA ...

In this tutorial, we'll be creating artificially intelligent agents that learn from interacting with their environment, gathering experience, and a system of rewards with deep reinforcement learning ...

A new Ph.D. program in the physics department designed for students who want to be at the forefront of cosmic discovery, data science and interdisciplinary research. The Mellon College of Science is ...

A long-standing goal in neuroscience is to understand how a circuit’s form influences its function. Here, we reconstruct and analyze a synaptic wiring diagram of the larval zebrafish brainstem to ...

At Collimator, we are building the future of advanced modeling and simulation, and we believe that future has Python—with its growing versatility and popularity—at its center. This might be an ...

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Introduction: We developed a novel open-source software, PyTomography, for tomographic image reconstruction using the python package PyTorch. The software is capable of traditional reconstruction ...

AI has transitioned from science fiction to a fundamental aspect of daily life over the past decade. The year 2012 marked a significant breakthrough in deep learning with the introduction of ...