The World’s Top AI Research Institutes
Did you know that the perceptron, the first neural network to stimulate thought processes in the human brain, was actually created at a university? One of the main factors that determine the leading universities today is their research inclination. Universities supporting research not only strengthen students’ academic knowledge, but also enable them to apply their learnings to innovate. In the field of AI, these universities are at the forefront as they encourage in-depth analysis, scientific investigation and research to develop the industry. These contribute to shaping the leaders of tomorrow. Analytics India Magazine has selected the best AI research institutes in India and around the world.
Stanford University ranks #2 on Nature’s Index for top academic institutions in AI. Along with research-based AI programs, Stanford is also known for the Stanford Artificial Intelligence Laboratory (SAIL), founded in 1962. The mission of the lab is to advance knowledge and foster learning. SAIL is known for its world-class faculty, research, and industry-corporate-academic partnerships. The lab has worked and continues to work with major companies to conduct research and explore cutting-edge AI applications. One of the recent projects includes a collaboration with Toyota Research to develop a technique that allows robots to better grasp complex objects with moving parts. The team is also continuously working on new AI research projects, such as computer vision for open surgery or the MetaMorph model that can replicate the success of large-scale pre-training and specific adjustments to the task for robotics.
Carnegie Mellon University
Carnegie Mellon University is frequently heard in the AI research community, due to its comprehensive AI research and development ecosystem. The CMU website claims to have a Restricted Research Center for Robotics and a Classified Research Center for Software Engineering. CMU’s research leads to upcoming AI concepts of self-driving cars, voice recognition, advanced sensor design, facial recognition software, and more, with a particular focus on ethics. Through government, academia, and industry collaborations, CMU has worked on several projects, including five interactive maps to display real-time information about COVID-19 symptoms and leverage rich insights from data. unlabeled to evaluate the performance of an unlabeled model.
The university recently partnered with JPMorgan, introducing the Maker Space, a platform for students to collaborate, foster and develop AI technology that tackles the world’s toughest problems.
If one were to search online for research on MIT and AI, you would be bombarded with an array of suggestions about “MIT researchers are developing…”. The Massachusetts Institute of Technology is known for its MIT Computer Science and Artificial Intelligence Laboratory (CSAIL), founded in 2003, and has been leading academic research on AI ever since. The lab has hosted some of the best researchers and has won several awards, including the Turing Prize, the Rolf Nevanlinna Prize, the Grace Murray Hopper Prize and many others; and has mentored leaders who have gone on to create notable innovations, including the Logo programming language, the computer-simulated therapist ELIZA, and even being the chief protocol architect for the Internet.
University of California, Berkeley
UC Berkeley is consistently ranked among the top five research universities in the world with an AI research unit, the Berkeley Artificial Intelligence Center (BAIR). The lab includes UC Berkeley researchers in the fields of computer vision, machine learning, natural language processing, planning, control, and robotics. The BAIR blog is Berkely’s unique research repository.
In 1957 Cornell professor Frank Rosenblatt invented the perceptron, and in 1962 Cornell flew unmanned missions to Mars. Today, the university is ranked fourth in the world for engineering research. Cornell’s research is conducted in several areas such as robotics, NLP, vision, machine learning, games, and interdisciplinary AI-related topics.
Vellore Institute of Technology
The School of Computer Science at the Vellore Insititute of Technology has over 1500 publications to its credit, with the first research conducted in 1996. The school aims to pursue the application of research in computer science and offers doctoral courses. Analytics India Magazine recently covered the research of VIT Dean Dr. Matthew Mithra Noel and his team of VIT students and alumni who worked on the widespread XOR problem and found a solution in their article titled “Biologically Inspired Oscillating Activation Functions May Close the Performance Gap”. between biological and artificial neurons”.
Indian Institute of Technology, Bombay
Dr. Pushpak Bhattacharya is one of India’s pioneer scientists and researchers. CFILT). The department offers doctoral programs in computer science and is one of the best known for its research in AI. Latest research includes “Breaking the trial and error loop in material design through machine learning” and “Computational techniques for measuring small amounts of soot”.
Indian Institute of Technology, Delhi
IIT-D is among the top five IITs and regularly launches initiatives to support and encourage AI research in India. In 2020, the university opened the School of Artificial Intelligence (ScAI) center for doctoral programs to multiply research productivity. In 2020, following the spread of COVID-19 in the country, IIT-D solicited proposals from the government, private academic institutions and private companies to use its supercomputer resource PADUM for research on COVID-19. IIT-D also houses a research group, Data Analytics & Intelligence Research, to build AI applications for India.
Indian Institute of Technology, Madras
In the past two years alone, IIT-M has developed Ai4Bharat, an NLP model to process eleven regional languages, used RNN to study the reactions that occur when converting lignocellulosic biomass into high energy density, and incubated marine robotics from IIT Madras company Planys Technologies raised $1.6m in pre-Series A funding, among other achievements. The Robert Bosch Center for Data Science and Artificial Intelligence (RBC-DSAI) was established in August 2017 to further research on AI. Research applications focus on solving Indian problems and using AI for local, vernacular, health and agricultural issues.