Edge Computing

14 Posts

First image showing the Google Tensor chip. Second image showing the Google Pixel 6 phone
Edge Computing

Competition Heats Up in Mobile AI: Google Designed Its Own Tensor AI Chip for Smartphones

Google designed its own AI chip for its new smartphone — a snub to Qualcomm, the dominant chip vendor in Android phones. What’s new: Google debuted the Tensor chip last week
2 min read
Nuclear scientist Mohsen Fakhrizadeh's funeral
Edge Computing

Distance Killing: Israeli Agents Assasinated Iranian Scientist With AI-Sniper Rifle

A remote sniper used an automated system to take out a human target located thousands of miles away.What happened: The Israeli intelligence agency Mossad used an AI-assisted rifle in the November killing of Iran’s chief nuclear scientist,
2 min read
Different Apple products using augmented reality
Edge Computing

Apple Kicks AI Into High Gear

After years of trailing other tech giants in AI, Apple has a new ambition: to become the industry’s leading purveyor of products powered by machine learning. In an interview with Ars Technica, the company’s AI chief argues that its pro-privacy.
2 min read
Series of images showing AI research labs' campuses
Edge Computing

Fresh Funds for U.S. Research

The U.S. plans to build nearly a dozen new civilian AI research labs. The U.S. National Science Foundation (NSF) committed $220 million to fund 11 National Artificial Intelligence Research Institutes, complementing seven other AI research institutes that were established last year.
1 min read
Image recognition examples
Edge Computing

Smaller Models, Bigger Biases

Compression methods like parameter pruning and quantization can shrink neural networks for use in devices like smartphones with little impact on accuracy — but they also exacerbate a network’s bias.
2 min read
Matthew Mattina
Edge Computing

Matthew Mattina: Life- Saving Models in Your Pocket

Look at the tip of a standard #2 pencil. Now, imagine performing over one trillion multiplication operations in the area of that pencil tip every second. This can be accomplished using today’s 7nm semiconductor technology.
2 min read
Video showing a Google app helping to keep a runner with impaired vision on track
Edge Computing

Seeing Eye AI

A computer vision system is helping to keep runners with impaired vision on track.What’s new: A prototype smartphone app developed by Google translates camera images into audio signals.
2 min read
AI chip and graphics processing unit
Edge Computing

AI Chip Leaders Join Forces

A major corporate acquisition could reshape the hardware that makes AI tick.What’s new: U.S. processor giant Nvidia, the world’s leading vendor of the graphics processing units (GPUs) that perform calculations for deep learning, struck a deal to purchase UK chip designer Arm for $40 billion.
2 min read
Information related to the Once-for-All (OFA) method
Edge Computing

Build Once, Run Anywhere

From server to smartphone, devices with less processing speed and memory require smaller networks. Instead of building and training separate models to run on a variety of hardware, a new approach trains a single network that can be adapted to any device.
2 min read
Data related to neural networks
Edge Computing

Undercover Networks

Neural networks can spill their secrets to those who know how to ask. A new approach secures them from prying eyes. Researchers demonstrate that that adversaries can find out a model’s parameter values by measuring its power use.
2 min read
Capture of the report on trends in machine learning from market analyst CB Insights
Edge Computing

Business Pushes the Envelope

The business world continues to shape deep learning’s future. Commerce is pushing AI toward more efficient consumption of data, energy, and labor, according to a report on trends in machine learning from market analyst CB Insights.
1 min read
An illustration of filter pruning
Edge Computing

High Accuracy, Low Compute

As neural networks have become more accurate, they’ve also ballooned in size and computational cost. That makes many state-of-the-art models impractical to run on phones and potentially smaller, less powerful devices.
2 min read
DeepScale's automated vehicle technology
Edge Computing

Tesla Bets on Slim Neural Nets

Elon Musk has promised a fleet of autonomous Tesla taxis by 2020. The company reportedly purchased a computer vision startup to help meet that goal. Tesla acquired DeepScale, a Silicon Valley startup that rocesses computer vision on low-power electronics.
1 min read
Illustration of Facebook AI Research method to compress neural networks
Edge Computing

Honey, I Shrunk the Network!

Deep learning models can be unwieldy and often impractical to run on smaller devices without major modification. Researchers at Facebook AI Research found a way to compress neural networks with minimal sacrifice in accuracy.
2 min read

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