no code implementations • 17 Jun 2021 • Monireh Ebrahimi, Aaron Eberhart, Pascal Hitzler
The importance of building neural networks that can learn to reason has been well recognized in the neuro-symbolic community.
no code implementations • 11 May 2021 • Md Kamruzzaman Sarker, Lu Zhou, Aaron Eberhart, Pascal Hitzler
Neuro-Symbolic Artificial Intelligence -- the combination of symbolic methods with methods that are based on artificial neural networks -- has a long-standing history.
no code implementations • 25 Sep 2020 • Cogan Shimizu, Ryan McGranaghan, Aaron Eberhart, Adam C. Kellerman
The interactions between the Sun, interplanetary space, near Earth space environment, the Earth's surface, and the power grid are, perhaps unsurprisingly, very complicated.
1 code implementation • 11 Dec 2019 • Aaron Eberhart, Monireh Ebrahimi, Lu Zhou, Cogan Shimizu, Pascal Hitzler
We present a new approach to integrating deep learning with knowledge-based systems that we believe shows promise.