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Upbeat Technology

Edge AI without the guesswork: designing for real battery life, real performance, and real workloads

April 8, 2026 By Jerry Chen, Founder and CEO, Upbeat Tech Leave a Comment

Edge AI is no longer experimental. From wearables and medical sensors to smart home devices, industrial monitors, and infrastructure nodes, products are increasingly expected to sense, analyze, and make decisions locally while operating for months or even years on small batteries. This requirement has turned ultra-low-power system design into one of the most complex challenges […]

Filed Under: Accelerators, AI Engineering Collective, Applications, Artificial intelligence/ML, Featured, Featured Contributions, Products Tagged With: Edge AI, Upbeat Technology

Dual-core RISC-V MCU integrates two hardware AI accelerators

October 20, 2025 By Aimee Kalnoskas Leave a Comment

Upbeat Technology and SiFive have introduced the UP201/UP301 microcontroller family, a dual-core RISC-V MCU platform designed for low-power edge-processing applications. The devices integrate two SiFive Essential processor cores with two hardware AI accelerators developed by Upbeat, enabling real-time inference and digital signal processing within a constrained power budget. The architecture supports near-threshold operation and incorporates […]

Filed Under: Applications, Artificial intelligence/ML, Consumer Electronics, Embedded, RISC-V, Robotics/Drones Tagged With: sifive, Upbeat Technology

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Featured Contributions

Edge AI without the guesswork: designing for real battery life, real performance, and real workloads

Designing for functional safety in robotics: key considerations for engineers

Can chiplets save the semiconductor supply chain?

Navigating the EU Cyber Resilience Act: a manufacturer’s perspective

The intelligent Edge: powering next-gen Edge AI applications

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