Enabling Global Image Data Sharing in the Life Sciences

no code implementations • 23 Jan 2024 • Peter Bajcsy, Sreenivas Bhattiprolu, Katy Boerner, Beth A Cimini, Lucy Collinson, Jan Ellenberg, Reto Fiolka, Maryellen Giger, Wojtek Goscinski, Matthew Hartley, Nathan Hotaling, Rick Horwitz, Florian Jug, Anna Kreshuk, Emma Lundberg, Aastha Mathur, Kedar Narayan, Shuichi Onami, Anne L. Plant, Fred Prior, Jason Swedlow, Adam Taylor, Antje Keppler

Coordinated collaboration is essential to realize the added value of and infrastructure requirements for global image data sharing in the life sciences.

Assessing Intelligence in Artificial Neural Networks

no code implementations • 3 Jun 2020 • Nicholas J. Schaub, Nathan Hotaling

The purpose of this work was to develop of metrics to assess network architectures that balance neural network size and task performance.

Memorization