Scaling Ultra-Low-Power Edge Intelligence For Smart Devices


For decades, the data collection pipeline for sensors has been the exact same—measure, transmit, and process elsewhere. While it’s been a failproof method all these years, it’s also resulted in a large amount of energy consumption, meaning your smart watch could have a longer battery life. Neuronova is aiming to change things up. The company’s goal? Empowering the next generation of ... » read more

Blog Review: Feb. 4


Siemens' Tova Levy examines thermal management in 3D-IC, including why heat behaves differently in vertical stacks and how to analyze and manage thermal risk earlier and more predictably to ensure a design can meet performance, reliability, and time-to-market targets. Cadence's Reela Samuel finds that known-good-die strategies, standardized die-to-die test access, and vertical reliability mo... » read more

Chiplet Fundamentals For Engineers: eBook


Multi-die assemblies are the next phase of Moore's Law, scaling up and out  to improve performance and add flexibility into designs. By decomposing SoCs into building blocks, yield improves for the individual dies and overall performance increases because a chip is no longer bound by reticle limits. But this is much harder than it sounds. Chiplets don't just snap together like LEGOs, and so... » read more

Chip Industry Week In Review


Big deals and fundings Teradyne and MultiLane are forming a joint venture, MultiLane Test Products (MLTP), to accelerate the development of test solutions for high speed data connections.  Teradyne will be the majority owner. Ricursive Intelligence raised $300M Series A for AI-driven IC design. IonQ plans to acquire SkyWater for ~$1.8B, creating a "vertically integrated full-stack q... » read more

Heterogeneous Multicore System IP


For many of today’s embedded applications, compute requirements demand multiple cores (compute units). These applications also run various types of workloads. A heterogeneous multicore system enables designers to reduce energy and area costs while meeting performance requirements across various workloads. Data crunching by these multiple cores also puts a huge demand on the interconnect and m... » read more

Multi-Die Assemblies Require More Detailed Test Plan Earlier


Key Takeaways Design for test takes on new urgency in complex multi-die assemblies, where it can be used to minimize downstream errors and the cost of fixing them. DFT needs to be increasingly detailed due to more connections and the inability to access some components. DFT strategies need to be developed earlier and may require multiple testing approaches. Multi-die assembl... » read more

AI’s Impact On Engineering Jobs May Be Different Than Expected


Key Takeaways: AI is expected to eliminate many repetitive, entry-level tasks, but that may allow engineering students trained on the latest tools to start in more senior positions. AI is a force multiplier. It can accelerate the learning curve for junior engineers. While AI is very good at solving multi-dimensional problems, domain expertise, critical thinking, and sanity checks wil... » read more

Blog Review: Jan. 28


Synopsys' Dana Neustadter and Vincent van der Leest argue that a hardware-based approach to security is required to fully address the risks introduced by modern AI architectures and the distributed workloads they support. Siemens EDA's Tova Levy examines multiphysics challenges in 3D-IC designs and outlines three design imperatives to identify risks earlier and support PPA, reliability, and ... » read more

Voice is the New UI


Recent years have seen a paradigm shift in the user interface (UI) of our computers and client devices, and this is gaining momentum. Advancements in large language models (LLM), small language models (SLM), energy-efficient systems on chip (SoC), and on-device AI processing are making voice input the new “keyboard”. Read more here.   Fig.1: Voice Processing Pipeline On-De... » read more

Balancing Training, Quantization, And Hardware Integration In NPUs


Experts At The Table: AI/ML is driving a steep ramp in neural processing unit (NPU) design activity for everything from data centers to edge devices such as PCs and smartphones. Semiconductor Engineering sat down to discuss this with Jason Lawley, director of product marketing, AI IP at Cadence; Sharad Chole, chief scientist and co-founder at Expedera; Steve Roddy, chief marketing officer at Qu... » read more

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