ISSN 2673-494X
Two-page Reports on Science

Cuban Sci. 2021, Vol. 2, Issue 2

Natural Sciences (1 report)

Cuban Sci. 2021, 2(2): 1–2
Marilyn Bello, Gonzalo Nápoles, Koen Vanhoof, Rafael Bello
Published on 13 Sep 2021 PDF (167K)
“This work introduces a new neural network architecture that uses bidirectional associations-based pooling to extract high-level features and labels from multi-label data. Unlike the pooling approaches reported in the literature, our proposal does not require input data to have any topological properties as typically occurs with images and videos. The numerical results show that our bidirectional pooling helps reduce the number of problem features and labels while preserving the discriminatory power of the network.”

Cuban Sci. 2020, Vol. 1, Issue 1

Cuban Sci. 2020, 1(1): 23–24
David Fernandez Rivas
Published on 24 Jun 2020 PDF (813K)
“This is the story of a PhD project that turned into a spin-off company on ultrasonic cleaning and advanced chemical processes. The basics of sonochemistry and process intensification are also introduced. ”