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: topic_software Adaptive CNN, Computing, Edge FIS_scads FPGA Inference,] 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: topic_lifescience Adaptive Artificial Bayesian Carlo, FIS_scads Hamiltonian Intelligence, Monte Multi-objective Quantification Uncertainty learning, networks, neural physics-informed training, weight]