Ceva’s NeuPro-Nano NPU wins AI award at embedded world for ultra-efficient inference
Ceva’s NeuPro-Nano neural processing unit IP won the Artificial Intelligence award at the embedded world Exhibition & Conference for delivering powerful AI inference with exceptional energy efficiency and minimal silicon footprint. Its compact architecture supports modern neural networks for vision, audio and sensor fusion on resource-constrained edge devices.
1. Award Recognition
Ceva’s NeuPro-Nano neural processing unit IP won the Artificial Intelligence category at the embedded world Exhibition & Conference in Nuremberg, Germany, for delivering powerful inference with exceptional energy efficiency and minimal silicon footprint. The honor from an independent panel highlights the module’s innovation in enabling advanced AI workloads on highly resource-constrained edge devices.
2. Technical Features
The NeuPro-Nano architecture delivers tens of GOPS of compute while consuming only milliwatts of power and occupying minimal die area. It supports a wide range of modern neural network topologies for computer vision, audio and speech processing, sensor fusion and contextual awareness. This compact design enables smart sensors, wearables and industrial IoT systems to process data locally without reliance on cloud resources.
3. Market Traction
NeuPro-Nano is part of Ceva’s scalable NeuPro family, which spans from low-power tens of GOPS to high-performance hundreds of TOPS. The NeuPro series was licensed by ten customers in 2025 across consumer IoT, industrial, automotive and PC applications. Growing adoption reflects rising demand for efficient, on-device AI capabilities in cost- and power-sensitive products.