Small Dataset Training
Who We Are
Always-On, high-accuracy and super low-power edge AI processors, algorithms and solutions - Voice | Sound | Sensor
AONDevices (AON) is a semiconductor company based in Irvine, CA, that specializes in developing application-specific, high-accuracy super low-power edge AI processors, algorithms and solutions, making it perfect for battery-powered “always on” devices.
AONDevices provides a complete, super low-power edge AI solution, including ML chips that come with integrated ML-optimized algorithms at no extra cost to customers.
Their tool suite can be licensed to support data collection to inference, with advanced data augmentation and adaptive training tools that can be used online or offline. Additionally, AONDevices offers fast time-to-market training services, with support for small datasets.

Privacy through local processing
On-device Deep Learning technology enables AI-based Voice, Audio and Multi-Sensor fusion inference at the "Edge".

Super
Low-Power
Joint design and optimization of deep learning algorithms, architecture and circuits resulting in a super-low power solution.

High accuracy in background noise
AON's algorithms are based on the latest innovations in the quickly-evolving deep learning technology field, resulting in high performance and high accuracy in noisy conditions.

Full Stack Solution
High-performance, super-low power ML chips, integrated ML-optimized algorithms, a tool suite supporting data collection to inference, with advanced data augmentation and adaptive training tools and fast time-to-market training services, with support for small datasets.
AON1100 Demos
Our Technology Use Cases





Our cutting-edge technology offers a hassle-free way to control all your devices, including wearables, hearables, and smart home devices, using only your voice with super low power consumption.
Our advanced acoustic event detection technology ensures you don’t miss any important sounds, whether it’s a siren, alarm, or breaking glass. You can customize your device’s settings to recognize and classify specific sounds, giving you greater control over your environment.
Take your personalized experience to the next level with our speaker identification feature, which lets you tailor your device to your preferences.
For a complete overview of your fitness, health and your home, our sensor fusion technology collects data from multiple sensors, providing unparalleled accuracy.
Experience the revolution of the way you live with our comprehensive white papers, featuring all the information you need to enhance your daily life with our innovative technology.
Our Technology
AONDevices solution consists of:

ML Chips
AON offers its edge-AI processor in two forms: Selling High Performance ultra-low power ML Chips and selectively licensing processor IP.

System/ML Algorithms
AON offers its edge-AI processor in two forms: Selling High Performance ultra-low power ML Chips and selectively licensing processor IP.

ML Tool Suite
Licensing a tool suite From data collection to inference, including advanced data augmentation and adaptive training tools. Tools are supported in online and offline support.

ML Training Services
AONDevices is offering Fast time-to-market training services with the support of a small dataset.
AON1100 Chip

AON10xx IP Feature Matrix
The AON10xx IP is a super low-power and high accuracy AI processing engine for Wake Word, Voice Commands, Acoustic Event Detection, Speaker ID and Sensors.
The AON10xx IP is part of the AONVoice™ processor family, AON’s application-specific edge AI processors for deep neural network inferencing at the edge. Unlike general purpose processors, DSPs and dedicated processors that rely on third party AI algorithms, AON’s processors optimize accuracy at super-low power by embedding proprietary, use-case specific neural network architecture and integrating tuned inference algorithms. AON processors also support training with a unique data augmentation tool.
The AON10xx compact AI processing engine delivers the highest hit rate accuracy per microwatt available in the industry under real-world, noisy conditions.
AON10xx Hardware IP can be integrated in a standalone chip or in a sensor, such as a microphone, allowing the Application Processor to stay in idle state during the always-on listening state.
AONDevices also offers the SW algorithm AON10xx for porting to a third-party DSP for less power sensitive applications.
Features | AON1000m | AON1000 | AON1010 | AON1020 |
---|---|---|---|---|
Output classifications | 2 | 20+ (<60) | 20+ (<60) | 40+* (<120) |
Wake Words | ✓ | ✓ | ✓ | ✓ |
Voice Commands | X | ✓ | ✓ | ✓ |
AED | X | ✓ | ✓ | ✓ |
Speaker ID | X | X | ✓ | ✓ |
Sensor | X | X | X | ✓** |
Online or local tool suite AONx360 | ✓ | ✓ | ✓ | ✓ |