NUMENTA


Associated tags: Research, Algorithm, Natural language processing, Software, Semiconductor, Networks, Hardware, Artificial Intelligence, Intel, AI

Locations: CALIFORNIA, UNITED STATES, NORTH AMERICA

Numenta Transforms the AI Landscape with NuPIC

Retrieved on: 
Monday, September 11, 2023

Numenta, Inc., maker of powerful, scalable neuroscience-based AI solutions, today announced its commercial AI product, the Numenta Platform for Intelligent Computing (NuPIC).

Key Points: 
  • Numenta, Inc., maker of powerful, scalable neuroscience-based AI solutions, today announced its commercial AI product, the Numenta Platform for Intelligent Computing (NuPIC).
  • The result is the first AI platform that delivers disruptive performance, substantial cost savings, and business-critical privacy, security, and control.
  • View the full release here: https://www.businesswire.com/news/home/20230911597897/en/
    Numenta Platform for Intelligent Computing; NuPIC can run entirely on CPUs (Graphic: Business Wire)
    “We recognize that people are in a wave of AI confusion.
  • NuPIC is backed by a dedicated team of AI experts that can help provide a seamless experience in deploying LLMs in production.

Numenta Appoints Amy Stanton SVP of Strategy and Business Development

Retrieved on: 
Wednesday, August 23, 2023

Numenta, Inc., creator of powerful neuroscience-based AI solutions, today announced the appointment of Amy Stanton as Senior Vice President of Strategy and Business Development.

Key Points: 
  • Numenta, Inc., creator of powerful neuroscience-based AI solutions, today announced the appointment of Amy Stanton as Senior Vice President of Strategy and Business Development.
  • In her new role, she will focus on strategic investments and partner relationships as the company begins bringing its first commercial products to market.
  • Stanton is an accomplished senior executive specializing in strategy, business operations, and program management with more than 20 years of experience in launching complex hardware and software products to market, driving strategy, investor relations, and cross-functional execution.
  • “Amy is incredibly skilled at taking a vision and implementing it globally,” said Subutai Ahmad, CEO of Numenta.

Numenta Achieves 123X Inference Performance Improvement for BERT Transformers on Intel Xeon Processor Family

Retrieved on: 
Tuesday, January 10, 2023

In collaboration with Intel, Numenta reports it has achieved unparalleled performance gains by applying its brain-based technology to Transformer networks with Intel Xeon processors.

Key Points: 
  • In collaboration with Intel, Numenta reports it has achieved unparalleled performance gains by applying its brain-based technology to Transformer networks with Intel Xeon processors.
  • View the full release here: https://www.businesswire.com/news/home/20230110005274/en/
    Numenta's neuroscience-based AI solutions achieve two orders of magnitude performance improvement for BERT Transformers on the new Intel Xeon Processor.
  • Combining its proprietary technology with 4th Gen Intel Xeon Scalable processors, Numenta also reports a 62x throughput improvement over Intel’s previous generation of Intel Xeon Scalable processors.
  • “Numenta and Intel are collaborating to deliver substantial performance gains to Numenta’s AI solutions through the Intel Xeon CPU Max Series and 4th Gen Intel Xeon Scalable processors.

Numenta Demonstrates 100x Performance Acceleration in Deep Learning Networks Using Sparse Techniques

Retrieved on: 
Thursday, May 20, 2021

b'Numenta, Inc. announced it has achieved greater than 100x performance improvements on inference tasks in deep learning networks without any loss in accuracy.

Key Points: 
  • b'Numenta, Inc. announced it has achieved greater than 100x performance improvements on inference tasks in deep learning networks without any loss in accuracy.
  • In a new white paper released today, Numenta detailed how it used sparse algorithms derived from its neuroscience research to achieve breakthrough performance in machine learning in a proof-of-concept demonstration.\nThis press release features multimedia.
  • View the full release here: https://www.businesswire.com/news/home/20210520005369/en/\nNumenta\xe2\x80\x99s sparse network utilizes highly sparse weights and activations, like in the neocortex.
  • (Graphic: Business Wire)\nSparsity offers new approaches for machine learning researchers to address performance bottlenecks as they scale to more complex tasks and bigger models.

Numenta Demonstrates 50x Speed Improvements on Deep Learning Networks Using Brain-Derived Algorithms

Retrieved on: 
Tuesday, November 10, 2020

Using algorithms derived from its neuroscience research, Numenta announced today it has achieved dramatic performance improvements on inference tasks in deep learning networks without any loss in accuracy.

Key Points: 
  • Using algorithms derived from its neuroscience research, Numenta announced today it has achieved dramatic performance improvements on inference tasks in deep learning networks without any loss in accuracy.
  • (Graphic: Business Wire)
    Todays deep learning networks have accomplished a great deal but are running into fundamental limitations, including their need for enormous compute power.
  • Using the metric of number of words processed per second, the results show that sparse networks yield more than 50x acceleration over dense networks on a Xilinx Alveo board.
  • Implement deep learning networks on edge platforms where resource constraints prevent dense networks from running.