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Everyone, it seems, is now talking about how they’re planning to integrate AI into their devices, their factories, their workflows and, well, everything. But how they actually plan to make that happen isn’t always clear. Part of the challenge, of course, is that different workloads and different environments require different types of solutions. For those looking to integrate AI-powered capabilities into edge computing-based offerings, there are a relatively broad range of ways to ac...

Human-machine interfaces (HMIs) are rapidly evolving, driven by trends such as Automotive personalization, sustainable always-on interfaces, hygienic touchless user interfaces (UI), consistent user experience (UX) across platforms, voice activation, and Industrial automation for labor and safety needs. Regardless of their specific drivers and/or use cases, modern HMIs must be smarter and more dynamic – shifting from command-based to context-aware systems that bridge the human-machine...

Robots have rapidly evolved from science fiction into a cornerstone of modern industry. Today’s autonomous systems can execute complex tasks with minimal human oversight – transforming how we work, live, and move. But achieving this level of intelligence and reliability in real-world environments requires more than just advanced software. It demands robust hardware, deterministic processing, and scalable system architectures that can support safe, real-time decision-making under dema...

Edge AI is reshaping how machines interact with the world, bringing intelligence closer to the data source and enabling real-time, context-aware decision-making. In Automotive and Industrial environments, this shift is driving smarter sensors, automation, and enhanced Human-Machine Interfaces (HMI). But deploying AI at the edge comes with constraints: limited computing capacity, strict power budgets, and compact hardware footprints. In our latest LinkedIn Live panel discussion, Lattice expert...

The evolution of modern transportation is accelerating the need for control systems that are not only fast and accurate, but also highly adaptable and efficient. Lattice FPGAs empower engineers across industries with low power, programmable logic that enables real-time data processing, intelligent system coordination, and rapid hardware adaptability. One standout application is High-speed Hyperloop transit, a futuristic transportation concept. Swissloop, a student-led initiative supported by E...

In the past, Human Machine Interface (HMI) were relatively simple, consisting of buttons, knobs, levers, and static displays designed to control basic functions. Today, HMIs have evolved into sophisticated, context-aware systems that serve as the primary bridge between users and increasingly intelligent machines. Whether embedded in vehicles, Industrial equipment, consumer electronics, or smart infrastructure, modern HMIs must manage a growing array of tasks. These include real-time data vi...

Designing modern embedded systems often means working within tight constraints such as limited space, low power budgets, and increasing performance demands. Whether it's powering smarter factory automation, enhancing in-vehicle intelligence, or enabling low power AI at the edge, developers need flexible, efficient, and secure programmable logic solutions. This is why we’re excited to announce the expansion of our small FPGA portfolio with new additions to the Lattice Certus™-NX ...

Cybersecurity best practices can change on a dime. To help our customers keep up with this rapidly changing field, Lattice runs a regular Security Seminar program where security and FPGA experts dive into the latest security trends, regulations, and implementation across the Communications, Computing, Industrial, Automotive, and Consumer markets. Our goal is to deliver security-relevant insights, real signals, and a sense of what's next, especially if you're building, deploying, or managing trus...

The demand for high-speed data transfer is growing rapidly. With advancements in smart devices, datacenter systems, and software, organizations need data to move quickly through their technology infrastructures while staying adaptable, scalable, and secure. This increase in real-time data transfer puts more strain on systems, leading to higher infrastructural needs. From enhancing cell phone video quality and aiding autonomous vehicles in avoiding crashes to activating smart home security device...

Embedded World is one of the biggest tradeshows in the world, at which Lattice and our ecosystem partners showcase the latest and greatest Lattice FPGA based innovation in a wide range of applications for Automotive, Industrial, and Security applications at the Edge. In case you missed the show, following is a snapshot of our highlights from embedded world 2025. Lattice Wins Embedded Computing Design (ECD) ‘Best in Show’ Award Lattice won the prestigious ECD Best in Show award...

Embarking on a new FPGA design can be an exciting yet challenging journey, especially for beginners. The world of FPGAs offers immense potential for creating complex and high-performance digital systems, but it also requires a solid understanding of various design principles and tools. Whether you are a new designer or a seasoned FPGA expert, at times, you might find yourself navigating through unfamiliar territory, from understanding timing constraints to managing multiple clock domains, or in ...

Edge AI — implementing AI models on Edge devices to process algorithms locally rather than in a centralized computing location, like the cloud — has garnered significant attention as one of the fastest developing areas of artificial intelligence. Calculated at roughly $21 billion USD in 2024, the Edge AI market is expected to reach over $143 billion by 2034. This signals a sustained focus across industries on the development of AI-powered Edge systems. New opportunities for Edge AI ...

Data powers nearly every facet of today’s world, and the volume of data being generated, processed, shared, or otherwise handled increases with every passing year. It is estimated that 90% of the world’s data was created in the last two years alone and over 80% of organizations expect to be managing zettabytes of data in 2025, with 147 zettabytes of data having been generated in 2024 alone. For perspective, if a grain of rice was a byte, a zettabyte of rice could cover the entire sur...

As with many types of devices, it’s easy to fall into the trap that bigger chips are better and more impactful than smaller semiconductor devices. In the case of FPGAs (Field Programmable Gate Arrays) however, it’s often the smaller versions that have the largest range of applications and the most influence. Small FPGAs are used across a huge range of devices, applications, and industries because they reliably perform critical functions that are essential to the speedy operation of m...

Lattice Developers Conference 2024, held from December 10-11, was a hybrid event for which over 6,000 global industry leaders, technology experts, and enthusiasts signed up to explore the latest advancements in low power FPGA solutions. The two-day conference had a packed agenda with a robust lineup of keynotes, breakout sessions, and technology demonstrations, highlighting innovative applications of FPGAs across a variety of sectors. Keynote Highlights The conference kicked off with the opening...

In the rapidly evolving landscape of technology, the shift from cloud-centric to edge-centric innovation is reshaping how data is processed and utilized. This transition is driven by the increasing need for AI at the Edge, sensor to cloud connectivity, and resilient security. FPGAs are leading the way in this transformation, offering unparalleled flexibility and performance. These versatile devices are being integrated into a wide range of applications, from datacenters to edge devices, enablin...

The rise of AI systems and advancing quantum computing capabilities are fundamentally reshaping the security landscape for modern organizations. While these technologies bring unprecedented capabilities, they also introduce complex security vulnerabilities that traditional cyber defense approaches struggle to address. Organizations must now position themselves to meet rising security needs, while maintaining the flexibility to address current and future threats. Recent regulatory guidelines unde...

Are you ready to be at the forefront of FPGA innovation to uplevel your system design and development game in the era of ever-evolving AI, security, and connectivity landscape? Explore related trends, challenges and opportunities, and discover the latest low power FPGA solutions at Lattice Developers Conference! Taking place December 10 – 11, 2024, in a hybrid format, Lattice Developers Conference is back with an exciting lineup of keynotes, breakout and training sessions, and state-of-th...

AI is evolving at a rapid pace not just from continued technology advancements, but also by various industries’ demands and requirements. With the surge of Large Language Models (LLMs) and Generative AI, the industry is grappling with the intense compute capabilities these cloud-based AI applications require to process big data, as well as train and deploy advanced AI models. Now, the industry is seeing AI being implemented into client devices including PCs and smartphones, and Edge applic...

Smart cameras are gaining widespread adoption in our technology-driven world. These standalone vision systems are equipped with sensors, computing power, and AI-driven decisioning capabilities, and do more than just capture images – they extract information and execute actions. Consider this: In 2022, the smart camera market was valued at $3.48 billion, but projections indicate it will soar to $8 billion by 2031. With an unprecedented deployment of AI-powered smart cameras, the demand for ...

In today’s data-driven world, artificial intelligence (AI), machine learning (ML), and digital twin technologies are transforming industries, revolutionizing processes, and reshaping enterprise business environments. With more than 328 million terabytes of data created each day, it has become the new “oil” – providing the energy needed to fuel next generation digital systems. However, the effectiveness and reliability of these technologies heavily depends on the quality ...

Every year, the global embedded technology ecosystem gathers at the Embedded World tradeshow and we are excited to share the latest advanced programmable solutions from Lattice that we announced and showcased this year. Advancing the Next Generation of Motor Control Solutions Lattice and ADI collaborated to announce a new intelligent motion control reference platform to accelerate flexible, efficient closed-loop motor control design development. Combining secure, low power Lattice FPGAs a...

Hyperloop technology, a futuristic transportation concept, promises to redefine the future of mobility with its high-speed, low-pressure system. At its core, the Hyperloop utilizes a network of sealed tubes through which pod-like vehicles travel at incredible speeds, propelled by electric propulsion and magnetic levitation. Ensuring the seamless operation and safety of such a complex system requires advanced control and monitoring capabilities, and this is where FPGAs step in. FPGAs offer unmat...

Artificial intelligence (AI) is making its way onto a multitude of applications at a rapid pace. Seventy-three percent of U.S. companies use AI in some aspect of their business and almost a quarter (22 percent) of technology companies are aggressively pursuing integration of AI across a wide variety of devices. As AI continues to permeate modern technology, tailoring on-device AI to meet specific use cases and device requirements becomes imperative as the need for real-time processing, analysis,...

Car tech is hot again. After a hugely hyped build-up around fully autonomous driving several years back and then a starkly different reality, a sense of technology equilibrium is returning to the automotive world. There’s a more realistic perspective on what technologies can bring meaningful value to cars now and which ones are still a few years off. Even more important is the widely growing recognition of how important it is to bring more advanced technology into our automobiles. One of ...

As we enter the new year, there’s one topic in the tech world that no one seems to be able to get off their mind: AI. Indeed, AI has been talked about so much by so many different companies that people are now starting to notice when companies don’t mention it! In the semiconductor world, most of the AI attention has been focused on GPUs or dedicated AI accelerator chips like NPUs and TPUs. But it turns out there’s quite a range of components that can directly impact and even r...

It is a widely held misconception that companies have more than a decade to migrate to Post Quantum Cryptography (PQC) solutions to protect against quantum computers easily breaking RSA (Rivest–Shamir–Adleman) and ECC (Elliptic Curve Cryptography), the currently used asymmetric encryption algorithms. The reality is that quantum computing technology development is speeding up and we must begin adopting the new PQC algorithms now, as the transition takes time. Many of the devices under...

With Lattice recently hosted other industry leaders and the vibrant FPGA ecosystem during the inaugural Lattice Developers Conference to explore the latest trends and opportunities for programmable solutions. Joined by experts in Artificial Intelligence (AI), Security, Advanced Connectivity, and more, the Lattice Developers Conference showcased Lattice’s strong and growing global ecosystem of customers, IP & reference platform partners, and developers fostering power efficiency, p...

With the explosion of data being generated by billions of connected devices, sensors, and systems, major technology inflection points like AI at the Edge, sensor to cloud connectivity, and resilient security are creating new opportunities. With these trends, the demand for FPGAs is significantly growing thanks to their inherent programmability as customers and developers look for more flexible and adaptable solutions. FPGAs help to improve the longevity of product lifecycles and accelerate time-...

The highly anticipated Lattice Developers Conference is right around the corner, and we just announced our full agenda, including an incredible lineup of keynote speakers, technical breakout sessions with notable industry experts, and a robust demo showcase running from December 5 to 7. During the 3-day virtual event, attendees will gain valuable insights, advance their skills, and hear directly from technology leaders across multiple industries about the latest trends, opportunities, and ...

In today’s rapidly evolving digital landscape, the importance of cyber resilience cannot be overstated. The rise of modern technology – including automation, machine learning (ML), 5G, and artificial intelligence (AI) – has provided us with a host of benefits and advancements, but it has also opened doors for increased vulnerability to cyberattacks. In fact, nearly 75% of organizations have experienced a cyberattack in the past year and, even further, the global average cost o...

Today, Lattice extended its embedded vision FPGA leadership with the launch of the Lattice CrossLinkU™-NX FPGA family, our latest FPGAs based on the award-winning Lattice Nexus™ platform. CrossLinkU-NX FPGAs build on the best-in-class capabilities of Lattice CrossLink-NX FPGAs, adding a USB interface to help developers design innovative USB-equipped embedded vision and AI solutions for Compute, Industrial, Automotive, and Consumer markets. As part of our launch preparations, we sat ...

The continued AI and machine learning evolution is reshaping lifestyles and workplaces, now more than ever with the emergence of foundation models and generative artificial intelligence (AI). To keep up with the significant rise in computational throughput this still-evolving digital transformation is causing, the demand for hardware efficiency is increasing. Field Programmable Gate Arrays (FPGAs) are an ideal silicon solution to help developers to navigate this shift and design reprogrammable e...

As technology continues to rapidly advance and intersect all parts of our lives, accelerated by the recent exponential growth of AI, more and more energy is needed to power the enabling systems and datacenters. This is resulting in an increase in e-waste and production of carbon dioxide. In fact, servers and cooling systems make up the greatest share of direct electricity usage in U.S. datacenters and are one of the most carbon-intensive aspects of business today. More and more, companies are l...

“The Automotive industry is rapidly evolving and cars are getting smarter than ever with new technological advancements, notably with zonal architectures, improved sensors for ADAS, and the increasing use of high quality displays across vehicle models. Now more than ever, manufacturers need solutions that enable them to innovate while maintaining flexibility for future updates.” - Bob O’Donnell, President and chief analyst, TECHnalysis Research Demand for electric and hybrid ve...

Designing and implementing a complex solution on an FPGA can be tricky. The learning curve for first-time FPGA users can be steep and advancing deeper into FPGA design techniques require time and effort. At Lattice Semiconductor, we want to make your journey of learning and designing with FPGAs a seamless and gratifying experience. Lattice Insights, the official training academy for Lattice Semiconductor, is created to enable that experience - to empower FPGA developers to fully utilize Lattice...

The past decade has brought about some incredible innovations to the industrial technology sector. From artificial intelligence and cloud computing to the Internet of Things (IoT) and 3D printing, these advancements are all part of Industry 4.0 – the fourth industrial revolution that focuses heavily on interconnectivity, automation, and real-time data. Due to this increased interconnectedness, particularly between sectors like technology and manufacturing, Industry 4.0 has also had a mass...

As the low power programmable leader, sustainability is a core guiding principle for product innovation at Lattice. Over the past few years, we’ve proudly partnered with Swissloop to support their Hyperloop research. It has been another year of milestones for the student organization. Read on for an update on the team’s 2022 program and award-winning work from Swissloop leaders, Roger Barton, and Hanno Hiss. The Swissloop team Swissloop is a student organization at ETH Züric...

Organizations face more cyberattacks today than ever before as cyber criminals and bad actors develop new ways to attack systems with each new software and hardware device deployed. In fact, a 2021 Cyber Resilient Organization Study found that 61% of respondents were forced to pay the ransom in a ransomware attack. This metric underscores the fact that being cybersecure is no longer enough, companies today must also be cyber resilient so they can quickly respond to and recover from attacks as th...

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...

At this year’s Embedded World 2022, Lattice presented a keynote address by Steve Douglass, head of R&D, the importance of flexibility and adaptability in embedded system design – both at the software layer and the hardware layer – to keep pace with the major technology trends of today and tomorrow. This blog provides a high-level recap of the presentation. We are living in a time in our industry with some of the most profound changes in technology that are fundamentally re...

On-device AI inference capability is expected to reach 60% of all devices by 2024, according to ABI Research. This underscores the rapid speed of AI innovation to take place in the last few years that has required engineers to come up with flexible design models as they transition from the cloud to the edge. The trend is driven by advances in ultra-low latency, security, bandwidth limitations, and privacy. Lattice FPGAs and software solutions help enable acceleration of future models with exist...

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 ...

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...

With the new year upon us and CES® 2022 now complete, many people are wondering what important tech trends we can expect to see bubble up this year. On one hand, it’s fairly easy to predict that a number of the big developments that first popped up over the last few years—things like 5G, AI, cloud computing, and more—will continue to grow in importance and influence this year. At the same time, there are several relatively new areas that I think are going to get a lot of at...

Traditionally, FPGA design was simple. Designers set a basic clock constraint that was propagated across the chip. But now, FPGA designs have become much more complex. There are multiple clocks, and relationships between those clocks. There may be clock domain crossings that need to be accounted for. So, FPGA design tools today must feature much greater analysis capabilities to show the designer, for example, where those clock domain crossings are, to be able to constrain for multiple clocks, an...

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...

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%...

October is Cybersecurity Awareness Month! The Cybersecurity & Infrastructure Agency (CISA) and the National Cyber Security Alliance (NCSA) launched this event 18 years ago to raise awareness about the importance of cybersecurity and to ensure the country has the resources needed to help keep citizens safe and secure online. To continue to encourage individuals and organizations to take a proactive role in protecting themselves in cyberspace, the theme for this year’s Cybersecurity Awar...

Lattice Certus-NX general purpose FPGA family now offers automotive grade versions of its FPGAs that are AEC-Q100 qualified for use in wide range of automotive applications.