Latest Deep Learning Articles and Videos

Hailo, an Israel-based startup, has benchmarked its AI acceleration modules against its Intel and Google counterparts.…

Hailo, an Israel-based startup, has benchmarked its AI acceleration modules against its Intel and Google counterparts. What's the verdict?

This morning, Maxim Integrated released its newest product, a low-power NN accelerator chip, with the hopes of bringing…

This morning, Maxim Integrated released its newest product, a low-power NN accelerator chip, with the hopes of bringing AI to the edge. We interviewed Kris Ardis, executive director of Micros, Security, and Software Business Unit at Maxim Integrated, to get the details.

This article looks at digit detection and recognition using MNIST eIQ as an example, which consists of several parts —…

This article looks at digit detection and recognition using MNIST eIQ as an example, which consists of several parts — the digit recognition is performed by a TensorFlow Lite model, and a GUI is used to increase the usability of the i.MX RT1060 device.

This week, IBM announced its new POWER10 processor, the 7nm successor to POWER9.

This week, IBM announced its new POWER10 processor, the 7nm successor to POWER9.

This article discusses trusted execution environments — already used in a variety of connected devices — by showing…

This article discusses trusted execution environments — already used in a variety of connected devices — by showing how using TEE and an FPGA SoC can work in vehicle in-cabin AI.

Three newly-released FPGAs can tell us a lot about the direction of these devices in the industry.

Three newly-released FPGAs can tell us a lot about the direction of these devices in the industry.

With processing demands on data centers higher than ever before, designers should be aware of how hardware- (and…

With processing demands on data centers higher than ever before, designers should be aware of how hardware- (and software-) based AI may have increasing prominence in their designs.

Those using robotic prosthetics could soon move more naturally following the development and integration of AI-backed…

Those using robotic prosthetics could soon move more naturally following the development and integration of AI-backed technologies by U.S. researchers.

Remote work during this pandemic has shed light anew on the virtues of RISC-V, which has just gotten more accessible.

Remote work during this pandemic has shed light anew on the virtues of RISC-V, which has just gotten more accessible.

MathWorks has revamped MATLAB and Simulink with a host of deep learning development tools—and they say these updates…

MathWorks has revamped MATLAB and Simulink with a host of deep learning development tools—and they say these updates will be a major boon for automotive and wireless designers.

The AI platform from the Fraunhofer Institute for Applied Information Technology (FIT) is comprised of modules for…

The AI platform from the Fraunhofer Institute for Applied Information Technology (FIT) is comprised of modules for artificial intelligence, machine learning, and deep learning.

Learn the key parts of an autoencoder, how a variational autoencoder improves on it, and how to build and train a…

Learn the key parts of an autoencoder, how a variational autoencoder improves on it, and how to build and train a variational autoencoder using TensorFlow.

One of the trickiest aspects of chip design is figuring out how to pack more circuitry into a smaller footprint while…

One of the trickiest aspects of chip design is figuring out how to pack more circuitry into a smaller footprint while maintaining power, speed, and energy efficiency.

FPGAs pose a major drawback: they require the expertise of highly specialized (and scarce) engineers trained to work…

FPGAs pose a major drawback: they require the expertise of highly specialized (and scarce) engineers trained to work with FPGAs. Three companies have set out to change that.

A number of companies are pumping out new edge AI technology—none of which explicitly state pandemic prediction or…

A number of companies are pumping out new edge AI technology—none of which explicitly state pandemic prediction or healthcare assistance as a use case. But with the overwhelming number of COVID-19 cases, might this new technology be used to that end?

Osaka University researchers have built a new device that can be customized by the user for maximum efficiency in AI applications.

Osaka University researchers have built a new device that can be customized by the user for maximum efficiency in AI applications.

Arm’s Cortex-M55 and its Ethos-U55 NPU are designed to deliver a combined 480 x leap in machine learning performance.

Arm’s Cortex-M55 and its Ethos-U55 NPU are designed to deliver a combined 480 x leap in machine learning performance.

This article discusses a complication that can prevent your Perceptron from achieving adequate classification accuracy.

This article discusses a complication that can prevent your Perceptron from achieving adequate classification accuracy.

This article shows you how to add bias values to a multilayer Perceptron implemented in a high-level programming language…

This article shows you how to add bias values to a multilayer Perceptron implemented in a high-level programming language such as Python.