Research Institutes
The below lists various Research Institutes involved in Artificial Intelligence.
Research Institutions
Below is a list of universities and other research institutions that have active departments working in the field of AI, ML and related areas.
- Open AI is a non-profit artificial intelligence research company. The goal is to advance digital intelligence in the way that is most likely to benefit humanity as a whole, unconstrained by a need to generate financial return
UK
- Sheffield University Machine Learning
- Cambridge University Machine Learning Group
- University of Edinburgh – Artificial Intelligence Applications Institute – Information about the group, its people, technologies, publications, events, clients, projects, employment opportunities.
- University of Edinburgh – Institute for Adaptive and Neural Computation – Theoretical and empirical study of brain processes and artificial learning systems.
- Bristol University Machine Learning Group
- MSc in Advanced Computing (Machine Learning, Data Mining and High Performance Computing) at Bristol University
- York University – Pursue research into the design and evaluation of interactive systems. Includes researches description, events and resources. United Kingdom.
- Research in Artificial Intelligence at Edinburgh University – Undergraduate, Graduate, and Research Programs offered in many areas of AI and multi-disciplinary combinations, from a program which traces its roots back to 1963.
- Glasgow University Interactive Systems Group – Inter-disciplinary research group investigating all aspects of interactive systems. Contains material on topics like multimodal interaction, interactive teaching and learning, and graphical authentication. United Kingdom.
- Warwick University Intelligent and Adaptive Systems
- Machine Learning Course at Warwick University
Europe
- Free University of Brussels – AI Laboratory – Research and publications related to artificial intelligence.
- Thomas Bata Univertisty in Zlin – Department of Informatics and Artificial Inteligence – Research and development in the areas of evolutionary computer science and automatic control methods.
- Department of Artificial Inteligence at Vrije University Amsterdam – Research in agent systems, computational intelligence and knowledge representation and reasoning
- University of Zurich – AI Lab – Information on research, projects, publications, and courses on artificial intelligence.
- Vrije Universiteit Brussels – Artificial Intelligence Laboratory – Research on evolution of language, software agents, robotic agents.
- Technical University Clausthal – Computational Intelligence Group – Research group focused on various aspects of artificial/computational intelligence, machine learning/pattern recognition and theoretical computer science.
- HCI Group University of Konstanz – Our goal is to develop a new concept to support the interaction between the human and the computer, a concept that accommodates the particular characteristics of human interaction and cognition as well as the latest technological developments. Germany
- University of Hamburg -Cognitive Systems Group – Information on cognitive systems research.
- Swiss Federal Institute of Technology – Artificial Intelligence Laboratory – Research in constraint satisfaction, model-based reasoning, case-based reasoning, intelligent agents, and natural language processing.
- Delft University – Man-Machine Interfaces Research Group – Artificial Intelligence research with emphasis on human-computer interaction.
- University of Dortmund – Artificial Intelligence Group – Information on research areas, software available, and industrial partners.
- University of Karlsruhe – Research Group Knowledge Management – Research on semantic web, knowledge management, eLearning, ontologies and metadata, text and web mining.
- Vrije Universiteit Amsterdam – AI Department – The department consists of the following research groups: Agent Systems, Knowledge Representation & Reasoning, Computational Intelligence
- The German Research Center for Artificial Intelligence GmbH – Nonprofit research institute in the artificial-intelligence field. Includes information, news, and research.
- Department of Artificial Intelligence at Universidad Politécnica de Madrid
- AI Lab University of Zurich
- The Artificial Intelligence Research Institute (IIIA) – a research center belonging to the Spanish National Research Council (CSIC)
- University of Barcelona – Artificial Intelligence Research Institute – Information on research in Learning Systems, Intelligent Agents, Logical Reasoning and Search, Electronic Markets, Autonomous Robots, and AI applications in Music.
- National Technical University of Athens – Intelligent Systems Laboratory – Information on research, development and education in computational intelligence for pattern recognition and machine learning.
- Groningen University – AI Institute – Information on courses and research.
- SFB/TR8 – Spatial Cognition – The interdisciplinary Transregional Collaborative Research Center “Spatial Cognition: Reasoning, Action, Interaction” is concerned with the acquisition, organization, utilization and revision of knowledge about spatial environments, be it real or abstract, human or machine
- University of Seville – Machine Learning Group – Research on evolutionary computation, data mining, machine learning, and genetic programming.
- DFKI Intelligente Lösungen für die Wissensgesellschaft
North America and Canada
- University of Arizona Artificial Intelligence Lab
- University of California at San Diego – Artificial Intelligence Laboratory – Research and courses in artificial intelligence, machine learning, information retrieval, and related areas.
- University of Waterloo Logic Programming and AI Group – Research in natural language processing, knowledge representation, machine translation, probabilistic reasoning, and planning.
- Artificial Intelligence: A Modern Approach Berkeley
- AI On the Web at Berkeley
- Stanford Persuasive Technology Lab – Researches and designs interactive technologies that motivate and influence users. Also referred to as captology. United States.
- Computational Intelligence Research Laboratory – University of Oregon – Research focus on basic questions in artificial intelligence including search, knowledge representation, and reasoning. Emphasis is on planning, constraint satisfaction, and common sense reasoning.
- Computational Epistemology Lab at University of Waterloo – A facility for research into cognitive science and related philosophical areas
- Brandeis University – Dynamic and Evolutionary Machine Organization Laboratory – Research on dynamical systems approach to cognitive modeling and evolutionary approaches to developing intelligent systems.
- University of Memphis – Institute for Intelligent Systems – Information research and courses on artificial intelligence.
- Stanford HCI – Degree programs in a number of departments emphasizing design, implementation, testing and analysis. United States.
- UCSD Distributed Cognition and Human Computer Interaction Laboratory – Information on the laboratory. Includes project descriptions, publications and courses. San Diego, California, United States.
- Saskatchewan University – Human Computer Interaction lab. Includes publications and projects. Canada.
- NASA Ames Research in Computational Sciences – NASA’s largest AI research division. Specializes in robotics, autonomous reasoning, machine learning, automatic programming, and novel human/machine interfaces and interactions.
- UCSD: Interactive Cognition Lab – Researches fundamental topics needed for designing interactive environments. Areas of research, affiliations, virtual tour of the lab, projects, staff, and publications.
- University of Illinois at Urbana-Champaign – Cognitive Computation Group – Research on theories of intelligent behavior and learning, and on the development of intelligent systems
- Colorado University Center for LifeLong Learning and Design – The goal of the University is to establish scientific foundations for construction of intelligent systems that serve as amplifiers of human capabilities. Provides grant, program and research information along with job listings. It is a part of the Department of Computer Science and the Institute of Cognitive Science at the University of Colorado Boulder.
- Stanford University: The Stanford Logic Group – Information about current research and publications related to logical approaches to knowledge representation and inference in artificial intelligence.
- Human-Computer Interaction at the University of Hawaii – Description of options for specializing in Human-Computer Interaction (HCI) while pursuing a graduate degree at the University of Hawaii.
- University of Calgary – Artificial Intelligence Research Laboratory – Research on evolutionary computing, knowledge-based search, multi-agent systems, and emergent computing.
- Wichita State University Software Usability Research Lab (SURL) – Focus is on website usability and design, and information retrieval. List of services, contact details, and a free e-newsletter with archives of past issues.
- University of Southern California – Robotics Research Laboratory – Research and publications related to robotics.
- Things That Think at MIT
- Univ. of Toronto AI Research Group – The Artificial Intelligence group works in the primary subareas of the field — computational linguistics, knowledge representation and reasoning, and computer vision — and also in additional subareas such as intelligent information systems and neural networks.
- Wichita State University Human-Computer Interaction Laboratory – Under the Human Automation Interaction Laboratory , there is active research that is being conducted. It is administered by the faculty Dr. Jibo He
- Stanford University – Knowledge Systems Laboratory – Research, projects, and publications related to knowledge-based systems, ontologies, and related topics.
- Artificial Intelligence Center at the University of Georgia – Computer modeling of intelligent behavior, including but not limited to modeling the human mind. Topic is viewed as an interdisciplinary field where computer science intersects with philosophy, psychology, linguistics, engineering, and other fields.
- University of Georgia – Artificial Intelligence Center – Research on logic programming, expert systems, neural nets, genetic algorithms, and natural language processing.
- University of Alberta – Biological Computation Project – Research on artificial neural networks, and cognitive science.
- Iowa State University – Center for Computational Intelligence, Learning, & Discovery – Interdisciplinary program of research and education in artificial intelligence, machine learning, information integration, semantic web, bioinformatics and cognitive science.
- Center for Research on Concepts and Cognition at Indiana University – An interdisciplinary research center headed by Douglas Hofstadter
- UCSD – Department of Cognitive Science – Cognitive science at UCSD focuses on the Brain, Behavior and Computation. It emphasizes interdisciplinary work and offers BA, BS and PhD degrees.
- CMU School of Computer Science – Education in computer music, data mining, machine learning, vision, and speech with a list of research topics.
- AI Repositories and Resource Lists from CMU
- Carnegie Mellon University – Machine Learning Group – Information on research, projects, and publications related to Machine Learning.
- Iowa State University – Artificial Intelligence Research Laboratory – Information on research, publications, and courses on artificial intelligence, machine learning, neural networks, information integration, probabilistic graphical models, bioinformatics, and Semantic Web.
- Tufts University – Graduate and undergraduate studies. Massachusetts, United States.
- University of Massachusetts, Amherst – Computer Science Research Groups – Research on topics in Artificial Intelligence, Machine Learning, Robotics, and Agents.
- Maryland University HCI Lab – Development of user interfaces and research. Projects include information visualization, digital libraries, and interfaces for children. United States.
- Interesting AI Demos and Projects from wisc.edu
- WPI AIRG — AI Webliography
- Yale University Department of Computer Science – Includes several listings of topic and research areas, and includes general CS program, undergrad and graduate, information.
- MIT – Artificial Intelligence Lab – Aiming to understand the nature of intelligence, to engineer systems that exhibit such intelligence by utilising vision, language, an in particular robotics.
- MIT AI Lab Research Projects
- SUNY Buffalo – SNePS Research Group – Semantic networks research in knowledge representation, linguistics, and cognitive modeling.
- University of California at Berkeley – Intelligent Systems Group – AI group at the University of California-Berkeley which focuses on an integrated interdisciplinary approach to intelligent systems.
- University of Michigan AI Lab Home Page – Active faculty research projects, research achievements, graduate school information and other topic areas.
- Pacific Northwest Lab’s neural network home page.
- East Tennessee State University Brain Computer Interface Laboratory – The focus of our research is to provide an EEG communication channel for severly paralyzed people. For example, people locked in by amyotrophic lateral sclerosis.
- Georgia Institute of Technology – Research, courses and events. GVU is an interdisciplinary research center that brings together people and expertise from all six Georgia Tech colleges in order to solve complex problems. Atlanta, United States.
- The A.I. Honor Society, National Chapter at GWU
- Cornell University – HCI Group working out of Cornell University in Ithaca NY, United States.
- Carnegie Mellon University – Study how people design, implement and use interactive computer systems, and how computers affect individuals, organizations and society. United States.
- Queen’s University: Human Media Lab – HCI group working in Kingston, Ontario.
- Memphis University – Institute for Intelligent Systems – Multidisciplinary research and projects on intelligent systems.
- UPenn Institute for Research in Cognitive Science – University of Pennsylvania Institute includes topic areas, areas of research, faculty listings and publication links.
- University of Pittsburgh – Intelligent Systems Program – Interdisciplinary education and research in artificial intelligence and cognitive science.
- UMBC Interactive Systems Research Center – Investigate design, implementation, and evaluation of interactive systems. Baltimore, United States.
- Kansas State University – Laboratory for Knowledge Discovery in Databases – Research on applied artificial intelligence and knowledge-based software engineering for decision support systems.
- Rensselaer Polytechnic Institute – Language, literature, and communication department offers an MS in Technical communication with a concentration in human computer interaction. New York, United States.
- Northwestern University -Qualitative reasoning group – Explores the nature of common sense reasoning including qualitative modeling of physical phenomena, analogical reasoning and learning, and creating educational software for science and engineering.
- Nova Southeastern University – HCI as a part of the Graduate School of Computer and Information Sciences. Florida, United States.
- Structure and Interpretation of Computer Programs – Video Lectures by Hal Abelson and Gerald Jay Sussman
- Univ. of Alberta Artificial Intelligence Research Group – Research topics: search, representation and reasoning, learning, cognitive agents.
- AllenAI.org
Asia
- Hong Kong Baptist University – Artificial Intelligence Group – Research on autonomous multi-agent systems and autonomy oriented computation systems.
- Indian language speech recognition – Research and development of Automatic Speech Recognition (ASR) and Text to speech (TTS) systems for Indian languages such as Hindi, Marathi, Indian English.
Associations
- American Association for Artificial Intelligence (AAAI)
- Association for Uncertainty in Artificial Intelligence (AUAI)
- AISB – The Society for the Study of Artificial Intelligence and the Simulation of Behaviour
- Singularity Institute for Artificial Intelligence
- Institute for Information Technology – Artificial Intelligence Technologies
- Institute for Human and Machine Cognition (IHMC)
- The National Computing Centre (UK) – A membership and research organization with the aim of promoting the effective use of information technology.
- Association for Computing Machinery (ACM) – Educational and scientific computing society, provides a forum for the exchange of information, ideas, and discoveries. Includes a SIG for AI
- IEEE Computer Society – The IEEE Computer Society is one of the major international professional bodies for IT professionals.
- British Computer Society – The Chartered Institute for IT professionals in the UK and abroad
- Association for Computer Machinery – ACM, the world’s largest educational and scientific computing society
Other
- AI Research – Thoughts, Theories & Studies on Artificial Intelligence
- The Allen Institute for Artificial Intelligence – core mission is to contribute to humanity through high-impact AI research and engineering
- Codalab.org – Accelerating reproducible computational research
- Other neural network sites throughout the world.
- AI Education Repository by Bill Manaris at the College of Charleston
- Artificial Intelligence Research we’re creating a new form of life
- Bibliographies on Artificial Intelligence
- AI and ML Research at Google
Courses
- Machine Learning by Andrew Ng in Coursera
- Neural Networks for Machine Learning by Geoffrey Hinton in Coursera
- Neural networks class by Hugo Larochelle from Université de Sherbrooke
- Deep Learning Course by CILVR lab @ NYU
- CS231n: Convolutional Neural Networks for Visual Recognition On-Going
- CS224d: Deep Learning for Natural Language Processing Going to start
- Course notes Krose & Smagt(postscript) Gurney(both HTML and postscript)
- MachineLearningMastery.com clear advice to help you start and practice applied Machine Learning
- coursera.org Take the world’s best courses, online, for free
- Hilary Mason: An Intro to Machine Learning with Web Data – an introduction to the math and processes to apply machine learning techniques to web data
Video and Lectures
- videolectures.netArtificial Intelligence Lectures
- How To Create A Mind by Ray Kurzweil – Is a inspiring talk
- Deep Learning, Self-Taught Learning and Unsupervised Feature Learning By Andrew Ng
- Recent Developments in Deep Learning By Geoff Hinton
- The Unreasonable Effectiveness of Deep Learning by Yann LeCun
- Deep Learning of Representations by Yoshua bengio
- Principles of Hierarchical Temporal Memory by Jeff Hawkins
- Machine Learning Discussion Group – Deep Learning w/ Stanford AI Lab by Adam Coates
- Making Sense of the World with Deep Learning by Adam Coates
- Demystifying Unsupervised Feature Learning by Adam Coates
- Visual Perception with Deep Learning by Yann LeCun
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