• A new alternative to the Fast Artificial Neural Network Library (FANN) in C

    James05
    James05

    Hello Machine Learning and Neural Network developers out there, I just want to let you all know that I have developed an alternative to the already well established C library FANN; Introducing TFCNN it is a fully connected neural networking library in…

    • 3 days ago
    • Open Source Software and Platforms
    • Machine Learning forum
  • Accelerating Edge Computing with Arm Ethos-N78 and Artisan Physical IP on GLOBALFOUNDRIES’ 12LP+ Specialty Solution

    Lakshmi Jain
    Lakshmi Jain

    The innovation that lies ahead on the road to a trillion connected devices are nothing short of astonishing, as we push compute and artificial intelligence (AI) and machine learning (ML) capabilities from the cloud to the edge. To get there, engineers are…

    • 28 days ago
    • Processors
    • Machine Learning IP blog
  • Imagimob: The Fastest Path from Data Collection to Embedded AI Application

    Mary Bennion
    Mary Bennion

    ***All content in this blog written by Johan Malm, Ph.D. Johan is a specialist in numerical analysis and algorithm development. He works as a machine learning developer at Imagimob***

    We live in a world of data. Virtually everyone talks about data and…

    • 1 month ago
    • Processors
    • Machine Learning IP blog
  • Virtual Conferencing and Bending the Climate Curve: SEMICON West 2020

    Rob Aitken
    Rob Aitken

    On July 22 I participated in a panel at the virtual SEMICON West conference called “Bending the Climate Curve: Enabling Sustainable Growth of Big Data, AI, and Cloud Computing”. Virtual conferences are mandatory these days, but give a different experience…

    • 3 months ago
    • Arm Research
    • Research Articles
  • Super Resolution on Arm NPU

    Alex Avramenko
    Alex Avramenko

    ***Content written in this blog by Alex Shang, Yabin Zheng, Mary Bennion, and Alex Avramenko***

    Background

    In the consumer electronics industry, high resolution has become widespread and is an expected feature that provides consumers with a better entertainment…

    • 3 months ago
    • Processors
    • Machine Learning IP blog
  • Endpoint AI – the Road to a Trillion Intelligent Endpoints

    Thomas Lorenser
    Thomas Lorenser

    The world around us is becoming a whole lot smarter. We hear lots of predictions about how the Internet of Things (IoT), cloud computing, and other exciting technologies will change our lives in the next decades. IoT is enriching and transforming applications…

    • 4 months ago
    • Internet of Things
    • Internet of Things
  • Using PSA Security Toolbox to protect ML on the edge

    Michael Vakulenko
    Michael Vakulenko

    Machine learning workloads are moving from datacenters onto edge devices for privacy and efficiency reasons. Machine learning deployments in datacenters can be protected using conventional cybersecurity measures. At the same time, running neural networks…

    • 4 months ago
    • Processors
    • Machine Learning IP blog
  • Update from Genci: A journey of optimizing applications on Arm platforms

    fabrice  dupros
    fabrice dupros

    Co-authored with Christelle Piechurski (Genci),  Laurent Nguyen (CEA) and  Cyril Mazauric (Atos).

    About Genci

    GENCI (Grand Equipement National du Calcul Intensif) is the French High-Performance Computing (HPC)  National Agency in charge of promoting and…

    • 5 months ago
    • High Performance Computing
    • HPC blog
  • Introducing Arm’s AI Virtual Tech Sessions for Software Developers

    Mary Bennion
    Mary Bennion

    Turn back the clocks three months and the events industry was in turmoil. Leading industry events across the globe were being canceled or scaled-down significantly, and the next opportunity of a face-to-face event was very uncertain. But now, our industry…

    • 5 months ago
    • Processors
    • Machine Learning IP blog
  • Teens in AI: Hacking for COVID

    Hellen Norman
    Hellen Norman

    Last month, teams of bright young minds from all over the world virtually came together to hack the current COVID-19 crisis at the Teens in AI COVID-19 Global Hackathon. Arm’s Director of AI Ecosystem, Kate Kallot, and Gen Arm 2Z ambassador Samaira Mehta…

    • 6 months ago
    • Innovation
    • Innovation blog
  • Arm Ethos-N78 NPU: Unprecedented Machine Learning Capability at your Fingertips

    Raviraj Mahatme
    Raviraj Mahatme

    Our everyday lives generate huge amounts of data and information – digital, biological, physical, and sensorial. With advances in AI, this data can be used to create incredible benefits for humankind. To realize this challenge and extract useful information…

    • 6 months ago
    • Processors
    • Processors blog
  • Coding for COVID: Build Your Own Stethoscope for Under $10

    Hellen Norman
    Hellen Norman

    The United Nations Development Programme (UNDP) – in conjunction with Hackster.io and supported by Arm – recently threw down the gauntlet to developers worldwide, challenging them to find globally sourced, locally implementable solutions to support developing…

    • 6 months ago
    • Innovation
    • Innovation blog
  • Arm Cortex-M55 and Ethos-U55 Processors: Extending the Performance of Arm’s ML Portfolio for Endpoint Devices

    Thomas Lorenser
    Thomas Lorenser

    The advent of artificial intelligence (AI) is creating a wealth of opportunities ranging from better user experiences with consumer products to automated quality control on factory floors – and this list of AI-driven use-cases is growing exponentially…

    • 9 months ago
    • Processors
    • Processors blog
  • An Introduction to Machine Learning on Mobile

    Pablo Hernandez Almudi
    Pablo Hernandez Almudi

    One of our goals at Arm is to enable more people to create and deploy their own machine learning (ML) enabled apps. Whether you are an experienced developer or if it is your first time venturing into the ML application world, this blog highlights some…

    • 11 months ago
    • Processors
    • Machine Learning IP blog
  • Data Science Africa: Changing Lives Through Technology

    Karl Fezer
    Karl Fezer

    By the time I arrived at Accra’s Kotoka International Airport it was just before midnight. I was two hours behind schedule and the sky was clear and studded with stars. Despite being exhausted from the seven-hour flight from London, I was buzzing with…

    • over 1 year ago
    • Innovation
    • Innovation blog
  • The Path to a Trillion Connected Devices

    Simon Segars
    Simon Segars

    Since being acquired by SoftBank, Arm’s vision for the future has even more purpose. We are investing, we are growing and we are mapping out how to fulfill our destiny as the company creating technologies that deliver a secure, intelligent and hyperconnected…

    • over 3 years ago
    • Internet of Things
    • Internet of Things
  • Predictions for a connected 2018

    Rob Aitken
    Rob Aitken

    2017 was the year Artificial Intelligence (AI) became pervasive in homes, thanks in part to aggressive ad campaigns from Amazon and Google declaring their digital home assistants the new must-have household appliances, bringing the consumer vision of…

    • over 2 years ago
    • Internet of Things
    • Internet of Things
  • 2018 Arm TechCon Innovation Awards Finalists Named

    Brian Fuller
    Brian Fuller

    Technology that uses hardware interlocks to improve device security; a microcontroller that leverages asynchronous logic, dynamic voltage frequency scaling and near-threshold voltage operation to operate at super-low power levels; an artificial intelligence…

    • over 2 years ago
    • Internet of Things
    • Internet of Things
  • Arm AIoT Dev Summit: 10 things you don’t want to miss

    Alessandro Grande
    Alessandro Grande

    This December, software developers, data scientists, researchers and industry experts will meet at the Computer History Museum in Mountain View, California for the first Arm AIoT Dev Summit. The Summit will take place between the 2nd and 3rd December…

    • over 1 year ago
    • Innovation
    • Innovation blog
  • Using Arm v8 for Vision at the Edge

    Mary Bennion
    Mary Bennion

    When developing vision applications, the most common knowledge gap we encounter is a lack of understanding; regarding the performance required and what can be achieved with a given hardware architecture. The confusion partly stems from dissimilar benchmarks…

    • over 1 year ago
    • Processors
    • Machine Learning IP blog
  • Arm AIoT Dev Summit

    Rachel Cracknell
    Rachel Cracknell
    December 02, 2019 09:00 AM to December 03, 2019 05:00 PM Coordinated Universal Time
    Mountain View, California
    The Arm AIoT Dev Summit is a developer-focused conference that provides a platform for you to exchange knowledge, discuss real-world use cases and solutions, and get hands-on with expert-led, deep-dive training and workshops.​ Along with like-minded developers...
    • over 1 year ago
    • Innovation
    • Innovation events
  • Optimizing AI workloads with Ethos NPUs

    Dylan Zika
    Dylan Zika

    Today’s Artificial Intelligence (AI) use cases are moving beyond the hype, delivering real value to consumers with vision and voice-based use cases. Image classification requirements are exploding upward with real-time video processing at increased resolutions…

    • over 1 year ago
    • Processors
    • Machine Learning IP blog
  • AI Basics: Training vs Inference – What’s the Difference?

    Hellen Norman
    Hellen Norman

    Imagine you have a dog. Let’s call her Bingo. You’d like Bingo to fetch her leash whenever you say, “Walkies!” So what do you do? You train her. Maybe you wave the leash and say, “Walkies!” Next time, you might repeat the command word, while pointing…

    • over 1 year ago
    • Processors
    • Machine Learning IP blog
  • Digital world and neuroscience on a collision course?

    Karthik Ranjan
    Karthik Ranjan

    Something of major significance happened on Friday June 3rd . The computing world collided with the world of nueroscience, here are the two relevant referneces:

    1. The Independent reported that Elon Musk came out and said there is a 1 in 1 billion chance…

    • over 4 years ago
    • System
    • Embedded blog
  • Powering the Edge: How Will YOU Do ML?

    Dylan Zika
    Dylan Zika

    The Arm ML processor, designed to deliver the highest throughput and most efficient processing for on-device inference, is based on a brand new architecture. Arm's Dylan Zika explains how the development team set about defining requirements and building…

    • over 1 year ago
    • Processors
    • Machine Learning IP blog
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