Sreepada Hegade, Director of ML Systems and Software at Lattice Semiconductor, presents the “Why It’s Critical to Have an Integrated Development Methodology for Edge AI” tutorial at the May 2025 Embedded Vision Summit. The deployment of neural networks near sensors brings well-known advantages such as lower latency, privacy and reduced… “Why It’s Critical to Have […]
This blog post was originally published at Nota AI’s website. It is reprinted here with the permission of Nota AI. This study proposes an AI model preprocessing method for improved quantization accuracies on edge AI devices which do not support advanced quantization methods due to their limitations. By splitting layers based on parameter clustering, the
SplitQuant: Layer Splitting for Low-bit Neural Network Quantization for Edge AI Devices Read More +
Amol Borkar, Product Marketing Director at Cadence, presents the “Solving Tomorrow’s AI Problems Today with Cadence’s Newest Processor” tutorial at the May 2025 Embedded Vision Summit. Artificial intelligence is rapidly integrating into every aspect of technology. While the neural processing unit (NPU) often receives the majority of the spotlight as… “Solving Tomorrow’s AI Problems Today
Hsinchu, Taiwan –June 05, 2025 – Andes Technology, a leading supplier of high-performance, low-power 32/64-bit RISC-V processor cores and AI acceleration solutions, proudly announces the launch of AndesAIRE™ AnDLA™ I370, its latest Deep Learning Accelerator (DLA), engineered to bring advanced neural network performance to cost-sensitive edge and endpoint AI applications. Building on the success of
Tony Lewis, Chief Technology Officer at BrainChip, presents the “State-space Models vs. Transformers for Ultra-low-power Edge AI” tutorial at the May 2025 Embedded Vision Summit. At the embedded edge, choices of language model architectures have profound implications on the ability to meet demanding performance, latency and energy efficiency requirements. In… “State-space Models vs. Transformers for
News Highlights Brium’s world-class compiler and AI software experience will strengthen AMD’s ability to deliver highly optimized AI solutions across the entire stack Will reduce developer dependencies on specific hardware configurations and enable accelerated out of the box AI performance Brium’s domain-specific expertise will expand AMD’s market reach across industries such as healthcare, life sciences,
AMD Acquires Brium to Strengthen Open AI Software Ecosystem Read More +
Origin Evolution NPU IP uses Expedera’s unique packet-based architecture to achieve unprecedented NPU efficiency. Highlights Expedera launches its Origin Evolution™ NPU IP, bringing hardware acceleration to meet the computational demands of running LLMs on resource-constrained edge devices. New purpose-built hardware and software architecture runs LLMs and traditional neural networks with ultra-efficient PPA, providing fully scalable
Expedera’s Origin Evolution NPU IP Brings Generative AI to Edge Devices Read More +
News Highlights: Arm enables automakers to bring new vehicle models to market at least one year faster than traditional timelines Zena CSS accelerates software and silicon development, helping deliver AI capabilities faster and more efficiently Pre-verified, safety-capable platform saves an estimated 20% of engineering resources, reducing development cost and complexity Majority of OEMs will build
Automakers Can Launch AI-defined Vehicles a Full Year Sooner – Powered by Arm Zena CSS Read More +
Ning Bi, Vice President of Engineering at Qualcomm Technologies, presents the “How Qualcomm Is Powering AI-driven Multimedia at the Edge” tutorial at the May 2025 Embedded Vision Summit. In this talk, Bi explores the evolution of multimedia processing at the edge, from simple early use cases such as audio and… “How Qualcomm Is Powering AI-driven
Marcel Wouters, Senior Software Engineer at Network Optix, presents the “Rapid Development of AI-powered Embedded Vision Solutions—Without a Team of Experts” tutorial at the May 2025 Embedded Vision Summit. In this presentation, Wouters shows how developers new to AI can quickly and easily create embedded vision solutions that extract valuable… “Rapid Development of AI-powered Embedded
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