Lattice Blog

FPGA for Edge AI

How FPGAs Enable AI and ML in PCs

Posted 08/18/2022 by Matt Dobrodziej, Vice President of Segment Marketing and Business Development, Lattice Semiconductor

Every year, PC manufacturers introduce an array of new laptops packed with the latest technologies and features, all designed to deliver great user experiences. Historically, these came in the form of form factor innovations, screen enhancements, and user interface improvements. However, the growing popularity of AI (artificial intelligence) and ML (machine learning) has opened a new world of possibilities and PC manufacturers and ecosystem giants are all looking for ways to add these advance ne...

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How Applications Determine AI Development

How Applications Determine AI Development

Posted 05/09/2022 by Hussein Osman

The importance of AI and ML, the rise of edge computing, and the need for flexible programming in AI. Artificial Intelligence (AI) is one of the biggest buzzwords in the technology industry today and is often thought of in broad terms to describe connected “smart” technology. However, when you think about all the different features enabled by AI and the outcomes AI solutions are designed to deliver, it becomes clear that the AI landscape and AI development is incredibly complex. The ...

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Infinite possibilities at the Edge – AI-enabled smart toys powered by low power FPGAs and AI solution stack

Infinite possibilities at the Edge – AI-enabled smart toys powered by low power FPGAs and AI solution stack

Posted 04/12/2022 by Hussein Osman

The global smart toy market is projected to grow to nearly $70 billion by 2026, per Transparency Market Research. Smart toys take a variety of shapes, like electronic pets, robots, smart train kits, and more. When you hear the word toy, you likely automatically think these are for kids, however some are developed specifically targeting older generations. The current senior toy marketplace contains products that range in utility from providing companionship to increasing cognitive skills to facil...

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The Criticality of Ethical AI

The Criticality of Ethical AI

Posted 12/09/2021 by Bob O’Donnell, President and chief analyst, Technalysis Research

One of the most exciting topics in the tech world is Artificial Intelligence, or AI. From its science-fiction like promise of intelligent machines to its more practical implementations as additional smarts in connected devices, AI is one of the most powerful technologies now available. But, as the well-known Peter Parker principle dictates, “With great power comes great responsibility” and so it is with AI. Companies building AI-enabled products and services, in particular, have star...

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sensAI_AI_innovation_blog_title

Lattice sensAI Stack Enables Next Generation Edge AI Experiences

Posted 11/10/2021 by Hussein Osman

The AI/ML revolution continues to gain traction across multiple applications, particularly Edge applications. Edge devices like security cameras, robots, industrial equipment, Client PCs, and even toys can now support AI/ML capabilities that provide users with new capabilities and experiences. According to industry analyst firm ABI Research, the Edge AI chipset market “has experienced strong growth in the past and is expected to continue to grow to US$71 billion by 2024, with a CAGR of 31%...

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sensAI 3.0 Now Available!

sensAI 3.0 Now Available!

Posted 05/21/2020 by Hussein Osman

The Lattice sensAI solution stack for always-on Edge AI applications is available on the Lattice CrossLink-NX family of FPGAs to enable fast and easy development of low power, smart visions systems for the industrial, automotive, and IoT markets.

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Lattice Extends the Lead in Ultra Low Power at the Edge at Linley Fall Processor Conference

Lattice Extends the Lead in Ultra Low Power at the Edge at Linley Fall Processor Conference

Posted 11/08/2019 by Hussein Osman

At Linley Fall Processor Conference, Lattice shared latest updates to Lattice sensAI™, a solution stack for next-generation smart devices with extremely low power consumption.

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Consumer News from Lattice

Latest Consumer News from Lattice

Posted 11/01/2019 by Lattice Semiconductor

Read the latest consumer news from Lattice: Enhanced sensAI Stack Enables More Accurate, Lower Power Edge Solutions, Free Webinar Explores Low Power AI Design, CrossLink FPGAs Simplify Use of Embedded Vision

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Q2 2019 Industrial and Automotive Newsletter

Latest Industrial/Automotive News from Lattice

Posted 09/27/2019 by Lattice Semiconductor

Read the latest industrial and automotive news from Lattice: Enhanced sensAI stack packs 10X performance boost, Integrate AI into smart applications, CrossLink FPGA simplifies use of embedded vision, Lattice showcases sensAI at Microsoft Hackathon.

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Microsoft Hackathon 2019

sensAI Empowers AI Innovation at Microsoft Hackathon 2019

Posted 09/11/2019 by Abdullah Raouf

Lattice Semiconductor sponsored the Microsoft Sensors Hack, part of the larger 2019 Hackathon event, where Microsoft teams used the Lattice sensAI solutions stack for smart vision systems to create potential use cases for AI and sensors.

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Dealing with Rising Performance Demands at the Edge

Dealing with Rising Performance Demands at the Edge

Posted 08/29/2019 by Hussein Osman

If you’re looking at ways to implement Edge AI, be sure to read about the use cases for the Lattice sensAI solution stack for always-on Edge devices covered at the end of our white paper.

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Consumer News from Lattice

Latest Consumer News from Lattice

Posted 07/31/2019 by Lattice Semiconductor

Read the latest consumer news from Lattice: Lattice sensAI brings more performance to the edge, Radiant IP and reference design, demo videos from Embedded Vision Summit, industry award and press coverage for sensAI

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Watch the Lattice sensAI Solutions Stack Deliver Low Power Smart Vision to the Edge

Watch the Lattice sensAI Solutions Stack Deliver Low Power Smart Vision to the Edge

Posted 07/10/2019 by Hussein Osman

If you missed the 2019 Embedded Vision Summit, check out the latest sensAI demos from Lattice to and see what smart vision can enable in Edge devices

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Architecting Low Power AI

System Architecture Options for On-Device AI

Posted 11/14/2018 by Deepak Boppana

How often is low power the determining factor for success? Certainly when designing solutions for AI inferencing in always-on edge devices, the power consumption must be measurable in milliwatts. Think about it: AI at the edge solves real world problems, and is – or very soon will be – everywhere.

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Home is where AI is

Home is where AI is

Posted 09/04/2018 by Hussein Osman

Very soon most homes will have Siri, Alexa, Google Home or similar. Many already have all three. The acceptance of such sophisticated AI systems as an everyday, normal addition to the living room says much about the human condition to imagine, conceptualize, innovate, experiment with...

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Meeting Demand for More Intelligence at the Edge

Meeting Demand for More Intelligence at the Edge

Posted 08/21/2018 by Deepak Boppana

Over recent decades system design has evolved from one processing topology to another, from centralized to distributed architectures and back again in a constant search for the ideal solution.

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AI / Machine Learning

Inferencing Technology Stack Shrinks Time-to-Market for Edge Applications

Posted 06/12/2018 by Deepak Boppana

New Technology Promises to Accelerate Deployment of Machine Learning Inferencing Across Mass Market, Low-power IoT Applications

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