Day: December 3, 2020
Inference in artificial intelligence with deep optics and photonics – Nature.com
1.LeCun, Y. et al. Handwritten digit recognition with a back-propagation network. In Advances in Neural Information Processing Systems 2 (NIPS 1989) (ed. Touretzky, D. S.) 396–404 (1990). 2.Krizhevsky, A., Sutskever, I. & Hinton, G. E. ImageNet classification with deep convolutional neural networks. In Advances in Neural Information Processing Systems 25 (NIPS 2012) (eds Pereira, F….
AI’s next act: Genius chips, programmable silicon and the future of computing
Marshall Choy Contributor Marshall leads product at SambaNova, bringing decades of deep enterprise hardware and software experience with industry leaders including Oracle and Sun. If only 10% of the world had enough power to run a cell phone, would mobile have changed the world in the way that it did? It’s often said the future…
Artificial Intelligence & Machine Learning – What Do They Mean?
There was a time when we heard terms like Artificial Intelligence and Machine Learning only in sci-fi movies. But today, technological advances have brought us to a point where businesses across verticals are not only talking about, but also implementing artificial intelligence and machine learning in everyday scenarios. AI is everywhere, from gaming stations to…
MLCommons Launches and Unites 50+ Tech and Academic Leaders in AI, ML – HPCwire
SAN FRANCISCO, Dec. 3, 2020 — Today, MLCommons, an open engineering consortium, launches its industry-academic partnership to accelerate machine learning innovation and broaden access to this critical technology for the public good. The non-profit organization initially formed as MLPerf, now boasts a founding board that includes representatives from Alibaba, Facebook AI, Google, Intel, NVIDIA and…
OctoML Announces Early Access for Its Machine Learning Platform for Automated Model Optimization and Deployment – GlobeNewswire
SEATTLE, Dec. 03, 2020 (GLOBE NEWSWIRE) — Today at the Apache TVM and Deep Learning Compilation Conference, OctoML, the MLOps automation company for superior model performance, portability and productivity, announced early access to Octomizer. Octomizer brings the power and potential of Apache TVM, an open source deep learning compiler project that is becoming a de…
Observability and Artificial Intelligence Have Become Essential to Managing Modern IT Environments – SPONSOR CONTENT FROM DYNATRACE – Harvard Business Review
If you lead an IT, DevOps, or business operations team, you’re probably working on a digital transformation and cloud migration strategy. You’re also likely doing it with scarce resources under the strain of shifting market needs and accelerated customer demands. Your organization’s success hinges on delivering differentiated, high-value digital experiences to customers and internal users….
AI’s next act: Genius chips, programmable silicon and the future of computing – TechCrunch
Marshall Choy Contributor Marshall leads product at SambaNova, bringing decades of deep enterprise hardware and software experience with industry leaders including Oracle and Sun. If only 10% of the world had enough power to run a cell phone, would mobile have changed the world in the way that it did? It’s often said the future…
Organizations plan to use AI and ML to tackle unknown attacks faster
Wipro published a report which provides fresh insights on how AI will be leveraged as part of defender stratagems as more organizations lock horns with sophisticated cyberattacks and become more resilient. Organizations need to tackle unknown attacks There has been an increase in R&D with 49% of the worldwide cybersecurity related patents filed in the…
Why Intel believes confidential computing will boost AI and machine learning
When it comes to customer expectations, the pandemic has changed everything Learn how to accelerate customer service, optimize costs, and improve self-service in a digital-first world. Register here Companies are collecting increasing amounts of data, a trend that is driving the development of better analytical tools and tougher security. Analysis and security are now converging…
Neuroscientists find a way to make object-recognition models perform better
Computer vision models known as convolutional neural networks can be trained to recognize objects nearly as accurately as humans do. However, these models have one significant flaw: Very small changes to an image, which would be nearly imperceptible to a human viewer, can trick them into making egregious errors such as classifying a cat as…