Publications

Guilherme Korol, Michael Guilherme Jordan, Mateus Beck Rutzig, Jeronimo Castrillon, and Antonio Carlos Schneider Beck. Pruning and Early-Exit Co-Optimization for CNN Acceleration on FPGAs. 2023 Design, Automation and Test in Europe Conference and Exhibition, DATE 2023 - Proceedings, Institute of Electrical and Electronics Engineers Inc., United States of America, 2023. [PUMA: FIS_scads topic_software FPGA Inference, Adaptive CNN, Edge Computing,] URL

Sarah Perez, Suryanarayana Maddu, Ivo F. Sbalzarini, and Philippe Poncet. Adaptive weighting of Bayesian physics informed neural networks for multitask and multiscale forward and inverse problems. Journal of computational physics, (491)Academic Press Inc., Oct 15, 2023. [PUMA: FIS_scads training, Uncertainty Artificial Bayesian Quantification neural weight Multi-objective Monte physics-informed Intelligence, learning, Carlo, networks, Adaptive topic_lifescience Hamiltonian]

Peiwen Xiong, C. Darrin Hulsey, Carmelo Fruciano, Wai Y. Wong, Alexander Nater, Andreas F. Kautt, Oleg Simakov, Martin Pippel, Shigehiro Kuraku, Axel Meyer, and Paolo Franchini. The comparative genomic landscape of adaptive radiation in crater lake cichlid fishes. Molecular Ecology, (30)4:955--972, 2021. [PUMA: adaptive comparative genomics, opportunity, radiation, history, ecological demographic speciation] URL