Numenta is a software development company specializing in artificial intelligence, leveraging neuroscience research to advance the capabilities of AI systems. Numenta is known for its expertise in deploying large AI models efficiently on standard CPUs, enabling businesses to build and run AI applications with improved speed, scalability, and security.
Their primary product, the Numenta Platform for Intelligent Computing (NuPIC), addresses performance and deployment challenges faced by modern AI systems. NuPIC empowers organizations to run sophisticated AI workloads without relying solely on specialized hardware, potentially reducing infrastructure costs while maintaining high performance.
Numenta also leads the Thousand Brains Project, an open-source initiative aiming to develop a new type of artificial intelligence inspired by the principles of the human brain. This research-driven approach seeks to open new possibilities for AI applications, emphasizing adaptability and human-like intelligence.
How was Numenta started?
Numenta was founded by a team with deep expertise in neuroscience, computer science, and entrepreneurship:
- Dan Steere (CEO): Background in computer science and business, previously Senior VP at Western Digital.
- Subutai Ahmad (CTO): Passionate about neuroscience and deep learning, with experience as VP Engineering at YesVideo and co-founder of ePlanet Interactive.
- Jeff Hawkins (Co-Founder): Scientist focused on neocortical theory, founder of the Redwood Neuroscience Institute, and co-founder of Palm and Handspring. He is also the author of 'On Intelligence' and 'A Thousand Brains.'
- Mike Farmwald (General Partner, Skymoon Ventures): Serial entrepreneur, founder of several technology companies including FTL, Epigram, Rambus, and Matrix Semiconductor.
Who uses Numenta?
Numenta's solutions are aimed at businesses and organizations seeking to deploy advanced AI applications on standard hardware. While specific customer names are not provided, their core offerings are relevant to enterprises focused on AI-driven innovation, efficiency, and cost-effective scaling.
What makes Numenta different?
Numenta stands out for its neuroscience-driven approach to AI, particularly its focus on running large models on CPUs rather than requiring expensive, specialized accelerators. The Thousand Brains Project underlines their commitment to pioneering new forms of artificial intelligence inspired by the structure and function of the human brain.
You can learn more about Numenta’s mission and history on their About page.
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