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 ⇗

			PubMed    Universal inference
			launch ⇗

			Google		The Algebra of Mohammed Ben Musa
			launch ⇗

			PubMed		Simple mathematical models with very complicated dynamics.
			full playlist on youtube ⇗launch ⇗

			Strogatz	StevenStrogatz.com
			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