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UK-Based XMOS Introduces AI Processor Designed Specifically for AIoT Applications

UK-Based XMOS Introduces AI Processor Designed Specifically for AIoT Applications

XMOS, a company that made headlines for developing the highest performing voice interface for under a dollar, unveils xcore.ai – the fast, flexible, and economical processor designed specifically for the AIoT market.


News Mar 01, 2020 by Luke James
Arm Cortex-M MCUs Can Get an Instant Machine Learning and Inference Facelift with NanoEdge AI

Arm Cortex-M MCUs Can Get an Instant Machine Learning and Inference Facelift with NanoEdge AI

Cartesiam's NanoEdge AI Studio simplifies the task of integrating machine learning directly into everyday edge devices that are based on Arm Cortex-M MCUs.


News Feb 26, 2020 by Gary Elinoff
NXP i.MX Applications Processors | New Product Brief

NXP i.MX Applications Processors | New Product Brief

This New Product Brief (NPB) is part of a video series highlighting the features, applications, and technical specs of newly-released products.


Eta Compute Start-Up Goes Commercial With SNNs Developed AI Chips

Eta Compute Start-Up Goes Commercial With SNNs Developed AI Chips

Eta Compute made headlines in 2018 with its neural networks that train themselves, and now the company has come to market with its AI chips that aim to provide AI to “edge” devices such as IoT sensors, battery-powered cameras, and more.


News Feb 21, 2020 by Luke James
Researchers Push the Boundaries of Neuromorphics With Retina-inspired UV Sensor

Researchers Push the Boundaries of Neuromorphics With Retina-inspired UV Sensor

In this article, we will look at a retina-inspired photonic synapse that may further develop sensory AI systems.


News Feb 17, 2020 by Robin Mitchell
Using Transfer Learning to Overcome the Barriers Facing Machine Learning in Materials Science

Using Transfer Learning to Overcome the Barriers Facing Machine Learning in Materials Science

Japanese researchers describe how they can predict material properties with small amounts of data by using shotgun transfer learning.


News Feb 15, 2020 by Luke James
The U.S. Government  Announces Intentions to Heavily Invest in AI and Quantum Technology

The U.S. Government Announces Intentions to Heavily Invest in AI and Quantum Technology

But will it be enough to catch up and compete with China?


News Feb 12, 2020 by Luke James
Arm Adds Machine Learning and Neural Processing IP to Its AI Platform

Arm Adds Machine Learning and Neural Processing IP to Its AI Platform

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


News Feb 11, 2020 by Gary Elinoff
Digital Twin Technology and Its Impact on Manufacturing and Business

Digital Twin Technology and Its Impact on Manufacturing and Business

With the rapid shift towards the use of cyber-physical systems in industries (aka Industry 4.0), digital technologies now play crucial roles in several applications.


News Feb 07, 2020 by Ikimi .O
Understanding Local Minima in Neural-Network Training

Understanding Local Minima in Neural-Network Training

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


Incorporating Bias Nodes Into Your Neural Network

Incorporating Bias Nodes Into Your Neural Network

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


How to Increase the Accuracy of a Hidden Layer Neural Network

How to Increase the Accuracy of a Hidden Layer Neural Network

In this article, we’ll perform some classification experiments and gather data on the relationship between hidden-layer dimensionality and network performance.


tinyML Summit 2020: Industry Leaders Discuss the Future of Power ML Technologies

tinyML Summit 2020: Industry Leaders Discuss the Future of Power ML Technologies

Following the success of the inaugural tinyML Summit 2019, the show is returning this year for its second run on February 12-13 in San Jose, California.


News Feb 03, 2020 by Luke James
Upcoming embedded world 2020 Demonstrates the Latest Developments in Embedded System Technologies

Upcoming embedded world 2020 Demonstrates the Latest Developments in Embedded System Technologies

The embedded world Conference is the world’s leading meeting place for the embedded community, and it is returning again for its 18th year.


News Feb 03, 2020 by Luke James
How Many Hidden Layers and Hidden Nodes Does a Neural Network Need?

How Many Hidden Layers and Hidden Nodes Does a Neural Network Need?

This article provides guidelines for configuring the hidden portion of a multilayer Perceptron.


Training Datasets for Neural Networks: How to Train and Validate a Python Neural Network

Training Datasets for Neural Networks: How to Train and Validate a Python Neural Network

In this article, we’ll use Excel-generated samples to train a multilayer Perceptron, and then we’ll see how the network performs with validation samples.


Signal Processing Using Neural Networks: Validation in Neural Network Design

Signal Processing Using Neural Networks: Validation in Neural Network Design

This article explains why validation is particularly important when we’re processing data using a neural network.


The Importance of Reliability Verification in AI/ML Processors

The Importance of Reliability Verification in AI/ML Processors

With the adoption of artificial intelligence and machine learning in a wide variety of applications, reliability verification of AI/ML processors is critical since failures can have major consequences for the validity and legitimacy of AI/ML technology.


How to Create a Multilayer Perceptron Neural Network in Python

How to Create a Multilayer Perceptron Neural Network in Python

This article takes you step by step through a Python program that will allow us to train a neural network and perform advanced classification.


Google Coral AI Taps Renesas for Programmable PMICs

Google Coral AI Taps Renesas for Programmable PMICs

Renesas’ ISL91301B PMIC is featured in Google’s Coral devices, including the Mini PCIe Accelerator, M.2 Accelerator, and SoM.


News Jan 15, 2020 by Cabe Atwell