MIT researchers have developed a new method for securing data in neural networks without slowing their runtimes, which they presented at the USENIX Security Conference. According to the researchers, this approach, called GAZELLE, will be useful for using cloud-based neural networks for medical-image analysis or other areas that work with sensitive data. The approach was … continue reading
As part of its Internet of Things and artificial intelligence strategy, Intel has announced the Open Visual Inference and Neural Network Optimization (OpenVINO) toolkit for developers. OpenVINO is designed to give developers the ability to build computer vision and deep learning inference apps at the edge. The solution will join Intel’s Vision Products portfolio. “We … continue reading
MIT researchers are developing new chips to overcome modern technology problems. The researchers revealed a new chip designed to perform public-key encryption for the Internet of Things as well as a chip designed to reduce the power consumption of neural networks. Public-key encryption or cryptography enables computers to share information securely without needing a secret … continue reading
Google has announced a new version of its text-to-speech system, Tacotron 2. It uses neural networks to generate human-like speech. Typically, in TTS systems, the input is complex linguistic and acoustic features. The neural networks used by Tacotron 2, however, are trained using speech examples and corresponding text transcripts. “Generating very natural sounding speech from … continue reading
Waymo has launched the “Let’s Talk Self-Driving” campaign to educate the public on how the technology behind self-driving cars can address safety challenges on the road. The company will start the campaign using digital, outdoor, and radio advertising in Arizona, as well as updating their website with helpful resources. They are partnering with organizations such … continue reading
Stanford computer scientists believe they have developed an algorithm that can diagnose heart arrhythmias with cardiologist-level accuracy. The new deep learning algorithm sifts through hours of data to find irregular heartbeats. Typically, arrhythmias are detected with an electrocardiogram, but doctors often prescribe a wearable ECG to continuously monitor a patient’s heartbeat. This wearable device results … continue reading
Facebook is continuing its mission to make the world more connected in its latest research effort. The Facebook Artificial Intelligence Research (FAIR) team announced a new approach to neural machine translation. According to the researchers, the approach is able to achieve nine times the speed and accuracy of existing neural systems. This approach is designed … continue reading
In an open letter, Rollout.io is proposing a secure JavaScript Injection approval process to Apple in order to address App Store concerns. Rollout.io recently came under fire for its framework that allows developers to deploy updates directly to their live iOS apps. According to Apple, developers should not be able to change their applications after … continue reading
Google has released version 1.0 of TensorFlow, its open-source framework for scalable machine learning. The big highlights of this release were announced at Google’s TensorFlow Dev Summit in Mountain View, Calif., with a focus on artificial intelligence and artificial neural networks. According to its release notes, version 1.0 includes experimental XLA, which is a domain-specific … continue reading
Holiday breaks are a good time to catch up on relaxing, reading, or maybe indulging in some video gaming. Kevin Hughes did just that over his winter break, only it wasn’t he who was playing the games: It was an artificial neural network he trained using TensorFlow. Hughes is a senior developer at Shopify, and … continue reading
Tired of the same old overplayed holiday songs? Step aside, Bing Crosby, because this artificial intelligence system is debuting its new (yet terribly creepy) Christmas carol. Researchers from the University of Toronto developed an AI system that took a holiday image and generated a Christmas song. Calling it a song is an overstatement though, since … continue reading
Machine learning is a hot topic in the software industry right now. More and more companies are taking advantage of this artificial intelligence technique to train machines on their data and make predictions. Researchers from MIT’s Computer Science and Artificial Laboratory (CSAIL) want to take it a step further by revealing how a machine makes … continue reading
