Advanced Computing in the Age of AI | Thursday, August 5, 2021

MIT

Is Reinforcement Learning Right for Your AI Problem?

In the world of machine learning, reinforcement learning is an important sub-category of deep learning. In deep learning the human brain is mimicked through a hierarchical structure of human-made, ...Full Article

MIT Researchers See Neural Nets in a New Light

Convolutional neural networks that perform well in computer vision applications also can be used to predict behavioral and other brain-like data related to object recognition. One current limitation, however, ...Full Article

How COVID-19 Can Be Positively Detected By An AI Model, a Cough and a Smartphone

As early as December 2019, AI systems were warning policy-makers about the coronavirus. As the pandemic gained a foothold and began to spread across the world, AI found a number ...Full Article

Photonics Processor Aimed at AI Inference

Silicon photonics is exhibiting greater innovation as requirements grow to enable faster, lower-power chip interconnects for traditionally power-hungry applications like AI inferencing. With that in mind, scientists at Massachusetts ...Full Article

Heterogeneous Computing Gets a Code Similarity Tool

A machine programming framework for heterogeneous computing championed by Intel Corp. and university partners is built around an automated engine that analyzes code for similarities. The approach could eventually ...Full Article

COVID-19 Update: Apple Frees Mobility Data, MIT Predictive ML, IBM Data Challenge, Rolls-Royce & More

As the COVID-19 pandemic sweeps the globe, AI and big data have emerged as crucial tools for everything from diagnosis and epidemiology to therapeutic and vaccine development. Here's a ...Full Article

MIT & IBM on Future of Work: AI Adds to ‘Middle Class Squeeze’

MIT and IBM have released the results of an eight-year study casting light on the impact AI and machine learning have already had – never mind the impacts to ...Full Article

Air Force, MIT Collaborate on AI Research

The Massachusetts Institute of Technology is working with the U.S. Air Force to develop new AI technologies with potential dual-use applications. The Air Force plans to invest about $15 ...Full Article

MIT Researchers Look to Speed Neural Net Design

The design of a neural network architecture remains a daunting problem, requiring human expertise and lots of computing resources. The soaring computational requirements of neural architecture search (NAS) algorithms ...Full Article

Manufacturing Effort Focuses on Human-Machine Interface

The rush to automate manufacturing has revealed some unintended consequences as market pressures and assembly line realities underscore the fact that, sometimes, machines simply cannot replace humans when making ...Full Article
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