Advanced Computing in the Age of AI | Friday, August 12, 2022

deep learning

AI Definitions: Machine Learning vs. Deep Learning vs. Cognitive Computing vs. Robotics vs. Strong AI….

AI comes in many forms, each at its own stage of development with its own definition, techniques and capabilities. Some forms – such as Artificial General Intelligence, AI super-intelligence ...Full Article

Microsoft Transfers Vector Search To GitHub

Since acquiring GitHub in June 2018, Microsoft has sought to make good on its pledge to retain the project collaboration platform’s “developer-first ethos.” This week it turned over to GitHub ...Full Article

Deep Learning Competitors Stalk Nvidia

There is no shortage of processing architectures emerging to accelerate deep learning workloads, with two more options emerging this week to challenge GPU leader Nvidia. First, Intel researchers claimed ...Full Article

AI Used to Convert Brain Signals to Speech

A deep learning framework developed by university researchers aims to convert brain signals recorded by an implant into synthesized speech, aiding those who have lost the ability to speak ...Full Article

MIPS-Based Platform Targets AI App Developers

High-end computing platforms are emerging to support AI applications like inferencing and training so-called edge applications ranging from IoT networks to autonomous vehicles. The latest entry comes from Wave ...Full Article

Containers Emerge as Deep Learning Tool

Applications containers are now being tuned to specific features that can be incorporated into cloud-native enterprise apps. Amazon Web Services and GPU leader Nvidia are both offering Docker containers ...Full Article

IBM Bets $2B Seeking 1000X AI Hardware Performance Boost

For now, AI systems are mostly machine learning-based and “narrow” – powerful as they are by today's standards, they're limited to performing a few, narrowly-defined tasks. AI of the ...Full Article

Intel’s Nauta, a Deep Learning Framework for Containerized Clusters

Intel today unveiled Nauta, a new distributed computing framework for running deep learning models in Kubernetes and Docker-based environments. The chip giant says Nauta will make it easier for ...Full Article

The Deep500 – Tackling a Deep Learning Benchmark

How do you know if an HPC system, particularly a larger-scale system, is well-suited for deep learning workloads? Today, that’s not an easy question to answer because there's no ...Full Article

Crystal Ball 2019: ‘AI Transformation Poised to Begin in Earnest’

Years ago, the future was much more opaque. Now, it’s tangible, visible, it’s rising up all around us. A favorite quote from 2018: “I don’t predict the future, I ...Full Article
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