Syntiant’s Speech Recognition Chip Certified for Alexa

Syntiant, an AI chip start-up based in Irvine, California, received the news on August 7 that its Neural Decision Processors (NDP), NDP100 and NDP 101, have been certified by Amazon. This allows the integration of the chips into a variety of Alexa-based devices.

The company is already well supported by a number of heavyweight tech investors including Amazon’s Alexa Fund, Intel, Microsoft’s M12 Venture Fund and Robert Bosch Venture Capital GmbH. To date, Syntiant has raised US$30 million.

Clearly, being certified by Amazon is another major coup for the company and will enable device OEMs to offer a built-in “always-on” Alexa listening experience in even the most power-sensitive battery-powered devices including earbuds and Bluetooth headsets, smartwatches, IoT sensors, and remote control devices as well as introducing voice control into other entirely new form-factor devices.

This will considerably expand the Amazon Echo ecosystem and offers a potentially huge market opportunity for Syntiant. Counterpoint forecasts that the wireless hearables market alone will grow to 175 million units globally by 2021.

Interestingly, Syntiant already has a partnership with earbud vendor Bragi, who is using Syntiant’s processors in its wireless earbuds and in May it announced that it is also working with Taiwanese gaming company MSI to introduce “voice in-game” features via Amazon Alexa.

Let us take a closer look at the newly certified Syntiant products. The NDP10x series of speech and audio processors are custom built to run neural workloads. They are primarily designed for integration into various types of voice and audio-enabled devices. According to Syntiant, the processors can recognize up to 64 words or other sensor patterns while consuming just 150 microwatts. The company claims that this is a 200-fold improvement over what a typical microcontroller can offer.

With dimensions of just 1.4 mm x 1.8 mm, the chip is supplied in a 12 ball WLBGA package and is typically connected directly to a digital microphone which triggers a larger, usually sleeping, system within a device (Exhibit 1). Once awake, this system interrogates the NDP100 to determine which wake word or command it heard. The chip also has a three-second audio buffer in case the system needs to catch up on what was said during its wakeup routine.

As with most AI ASICs, the chip only performs inferencing. Training happens in the cloud using Google’s TensorFlow software library with the resultant neural network parameters programmed directly into the chip as firmware using Syntiant’s proprietary algorithms. The inference engine can classify 100 words per second.

Syntiant’s NDP100 voice-recognition chip

Exhibit 1: Syntiant’s NDP100 voice-recognition chip

Syntiant’s technology is based on “processor-in-memory” architecture, and it is one of a small band of start-ups focused on developing an all-analog memory computing solution. However, its first products, the NDP10x series of processors use digital multiply-accumulate (MAC) units rather than flash memory-based multipliers.

Performing computation “in-memory” eliminates both the memory bandwidth and memory power penalties normally associated with CPU-based processors, resulting in significant reductions in overall power consumption. Other start-us involved in this space include Mythic and Gyrfalcon, but Syntiant seems to be the only company focused on low-power audio applications.

In future products, the company intends to replace the digital MACs with low precision but very accurate analog MACs which should result in further, and possibly significant, power savings. This will make its chips even better suited to ultra-low-power applications. However, mass-producing an analog-based design presents its own set of challenges, which is perhaps why Syntiant initially opted for a digital MAC design.

The company is also developing a 20 TOPS/Watt NPD chip to process video which should be sampling in H2 2019 and should enable it to expand into more markets.

Syntiant NDP 100 architecture

Exhibit 2: Syntiant NDP 100 architecture

Syntiant is one of ten AI chip start-ups profiled in Counterpoint Research’s upcoming report on the AI chip start-up market. Other companies profiled include Efinix, FlexLogix, Graphcore, Gyrfalcon, Habana Labs, Mythic, ThinCI and Wave Computing.

Gareth has been a technology analyst for over 20 years and has compiled research reports and market share/forecast studies on a range of topics, including wireless technologies, AI & computing, automotive, smartphone hardware, sensors and semiconductors, digital broadcasting and satellite communications.

Apple Snack Pack


Understanding iPhone

Term of Use and Privacy Policy

Counterpoint Technology Market Research Limited


In order to access Counterpoint Technology Market Research Limited (Company or We hereafter) Web sites, you may be asked to complete a registration form. You are required to provide contact information which is used to enhance the user experience and determine whether you are a paid subscriber or not.
Personal Information When you register on we ask you for personal information. We use this information to provide you with the best advice and highest-quality service as well as with offers that we think are relevant to you. We may also contact you regarding a Web site problem or other customer service-related issues. We do not sell, share or rent personal information about you collected on Company Web sites.

How to unsubscribe and Termination

You may request to terminate your account or unsubscribe to any email subscriptions or mailing lists at any time. In accessing and using this Website, User agrees to comply with all applicable laws and agrees not to take any action that would compromise the security or viability of this Website. The Company may terminate User’s access to this Website at any time for any reason. The terms hereunder regarding Accuracy of Information and Third Party Rights shall survive termination.

Website Content and Copyright

This Website is the property of Counterpoint and is protected by international copyright law and conventions. We grant users the right to access and use the Website, so long as such use is for internal information purposes, and User does not alter, copy, disseminate, redistribute or republish any content or feature of this Website. User acknowledges that access to and use of this Website is subject to these TERMS OF USE and any expanded access or use must be approved in writing by the Company.
– Passwords are for user’s individual use
– Passwords may not be shared with others
– Users may not store documents in shared folders.
– Users may not redistribute documents to non-users unless otherwise stated in their contract terms.

Changes or Updates to the Website

The Company reserves the right to change, update or discontinue any aspect of this Website at any time without notice. Your continued use of the Website after any such change constitutes your agreement to these TERMS OF USE, as modified.
Accuracy of Information: While the information contained on this Website has been obtained from sources believed to be reliable, We disclaims all warranties as to the accuracy, completeness or adequacy of such information. User assumes sole responsibility for the use it makes of this Website to achieve his/her intended results.

Third Party Links: This Website may contain links to other third party websites, which are provided as additional resources for the convenience of Users. We do not endorse, sponsor or accept any responsibility for these third party websites, User agrees to direct any concerns relating to these third party websites to the relevant website administrator.

Cookies and Tracking

We may monitor how you use our Web sites. It is used solely for purposes of enabling us to provide you with a personalized Web site experience.
This data may also be used in the aggregate, to identify appropriate product offerings and subscription plans.
Cookies may be set in order to identify you and determine your access privileges. Cookies are simply identifiers. You have the ability to delete cookie files from your hard disk drive.