Syntiant Corp., a provider of deep learning solutions for edge AI applications, introduced the Syntiant NDP115 Neural Decision Processor™, the newest addition to its family of special-purpose silicon, built using the company’s Syntiant Core 2™ inference engine that can run multiple neural network loads at under 1mW.
Estimated reading time: 3 minutes
Available in a 2.1 mm x 2.1 mm 25-ball WLBGA package (0.4mm ball pitch), the NDP115 is small yet powerful enough to deliver highly accurate, cloud-free audio and sensor AI processing for a wide variety of edge products, ranging from consumer electronics, such as hearables and wearables, to the smart home, such as remote controls, to industrial solutions for predictive maintenance.
“The NDP115 offers the multi-modal functionality of our Core 2 inference engine in a compact, cost- and power-efficient solution for ultra-power and size constrained applications,” said Kurt Busch, CEO of Syntiant. “Combined with our machine learning software models, the purpose-built NDP115 enables developers to easily deploy full audio and sensor processing solutions that address all kinds of consumer and commercial use cases, from home security to industrial IoT.”Syntiant
Able to run speech inferences at 280 microwatts, the NDP115 is designed to natively run multiple deep neural networks on a variety of architectures, such as CNNs, RNNs, and fully connected networks. Ideal for close-talk, far-field, keyword speech, and audio event classification applications, the NDP115 also supports I2C and pulse density modulation (PDM) interfaces for sensor fusion, multi-axis acceleration, tilt, magnetic field, and pressure.
Key product features include:
- Syntiant Core 2 neural processor
- Support for concurrent neural networks, including multi-sensor fusion
- Embedded user-programmable HiFi-3 DSP with 144KB 64-bit data RAM and 64KB 64-bit instruction RAM
- Embedded Arm Cortex M0 microcontroller
- Direct input of PCM audio and support for up to 5 audio streams
- I2C controller and target modes for sensor control and integration
- Up to 13 GPIO pins
- Flexible clock generation
- Onboard firmware decryption and authentication
- 25-ball WLBGA package (0.4mm ball pitch)
This Syntiant announcement is probably not a consumer-level product, but it is interesting to read about.
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