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Research · Algorithms Algorithms research focuses on performance, efficient use of resources and scalability of computational methods. Contributors work on general design, experimental evaluation and practical implementation of algorithms. The rapid increase in computer power coupled with the decrease in its cost has allowed algorithms that were previous too slow or too costly to become feasible, including multi-layer neural networks, known as deep learning. This group collaborates, consolidates and formalizes best practices for information processing in multiple domains of life science systems. AlgorithmsUniversal principles of computation Algorithms Research Group Open | Enrolling DeepMind Discovering Reinforcement Learning Algorithms launch ⇗ ICSI Richard Karp launch ⇗ Google The Algebra of Mohammed Ben Musa launch ⇗ PubMed Journal of Computational and Applied Mathematics PubMed Mathematical Medicine and Biology PubMed Mathematical Programming PubMed Mathematical Biosciences PubMed Neural Networks PubMed Artificial Intelligence in Medicine PubMed Journal of Computational Biology PubMed Journal of Bioinformatics and Computational Biology PubMed Computational and Mathematical Methods in Medicine PubMed IEEE Transactions on Neural Networks and Learning Systems PubMed IEEE Transactions on Pattern Analysis and Machine Intelligence PubMed IEEE/ACM Transactions on Computational Biology and Bioinformatics