Classical Computing vs. Machine Learning and Edge AI Techniques in Various Application Domains


Machine Learning (ML) algorithms have revolutionized various domains by enabling data-driven decision-making and automation. The deployment of ML models on embedded edge devices, characterized by their constrained computational resources and low power requirements, presents unique challenges and opportunities. As the digital world continues to generate increasingly complex and high-volume da... » read more

Securing Silicon From the Start – Modular IP Solutions for Long-Term Resilience


Security isn’t a feature; it’s the foundation for any device that stores data, connects, or makes decisions. This eBook explores how to build more secure, future-ready products from the ground up — with modular IP, expert guidance, and end-to-end solutions proven across billions of SoCs. Key takeaways: Design with security from the ground up. Don’t rely on patches — embed prot... » read more

GPU Enables Surround View In Automotive Domain Controller


In recent years, the capabilities of Advanced Driver Assistance Systems (ADAS) have flourished. Nearly half of all car sales in the USA offer Level 2 capabilities (such as lane keeping and adaptive cruise control) or higher, and China is pushing the market further towards Level 3 (conditional automation with driver oversight) and beyond. The advanced functionality offered by these ADAS and a... » read more

Race to 448 Gbps


The relentless growth in data center and AI workloads is accelerating the need for faster, more efficient interconnect technologies. As applications like large language models and distributed training infrastructures push the limits of bandwidth, 400/800G Ethernet is quickly becoming a bottleneck. To support next-generation performance at 1.6T and 3.2T system levels, engineers must enable relia... » read more

Combining SPICE With IBIS-AMI: Solving Advanced Signal Integrity Verification Challenges With Solido SPICE


This paper explores current technology trends in high-speed links, including high-speed memory and SerDes applications, highlighting the critical roles of combined SPICE-level and IBIS-AMI modeling for accurate verification. Verifying high-speed links with IBIS-AMI during the circuit design phase presents significant complexity due to the combined effects of equalization schemes, channel S-para... » read more

Why Anti-Tamper Sensors Matter: Delivering A Comprehensive Security Solution


If your device processes valuable data, controls a critical function, or connects to a wider network, it’s a target. Attackers don’t just try to break software; they increasingly physically tamper with hardware: probing, fault injecting, or opening enclosures to bypass protections and extract secrets. The consequences range from IP theft and fraud to orchestrated downtime across fleets ... » read more

A Hybrid Subsystem Architecture To Elevate Edge AI


The world of artificial intelligence is moving beyond the cloud and into our everyday devices from smart sensors to robotics and AR/VR headsets. One of the key components that enables this shift is a neural processing unit (NPU), also known as an AI accelerator, which is a specialized hardware designed to execute AI models. Optimized for neural network, deep learning, and machine learning tasks... » read more

The Rise Of Scalable AI SoCs For The IoT Device Edge


The landscape of computing is undergoing a profound transformation, with Artificial Intelligence (AI) at its forefront. This shift is particularly evident at the device edge, where traditional System-on-Chip (SoCs) implementations are being reimagined to effectively support demanding AI and machine learning (ML) workloads. This evolution necessitates the development of a new class of AI-capa... » read more

Unearthing Hidden Reliability Risks


Successful automotive electronic design requires a focus on safety, performance and customer satisfaction. This makes IC reliability not just a “nice to have” feature, but a fundamental requirement. From advanced driver-assistance systems (ADAS) to infotainment and powertrain controls, every IC must work with exceptional reliability, even in tough conditions. Imagine a tiny circuit flaw in ... » read more

The Competitive Advantage Of SRAM PUF Technology


By Vincent van der Leest and Geert-Jan Schrijen In the article from 2024, "SRAM PUF: The Secure Silicon Fingerprint", we explored the fundamentals of SRAM-based Physical Unclonable Functions (PUFs) and their role as a secure, cost-effective, and scalable solution for cryptographic (root) key generation and storage. SRAM PUF technology leverages the unique physical properties of silicon to c... » read more

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