SoC achieves 1.4 TOPS throughput in edge AI applications

Artificial intelligence (AI) pioneer, Kneron has introduced the KL720 SoC, and claims that it offers a maximum output of 1.4 Tera operations per second (TOPS) and an industry-best performance efficiency of 0.9 TOPS per W.

The SoC includes a 1Gbit LPDDR3 DRAM die from Winbond and a Kneron neural processing unit (NPU).   

Winbond’s LPDDR3 DRAM offers a maximum bandwidth 8.5Gbytes per second and operates from a dual 1.2V/1.8V supply. It also has power-saving features such as Deep Power-Down mode and a clock stop capability.

The KL720 introduces simultaneous video and speech processing to the KL family. It is capable of processing 4K, Full HD or 3D sensor video images in real time to support face recognition in security cameras or gesture control in public kiosks and other AI tasks. It can also perform natural language processing, for intuitive speech recognition and eliminates the need for pre-defined keywords. The 1.4 TOPS performance is fast enough to support concurrent real-time video and natural language processing.

The KL720 is available from Kneron for sampling now.

Winbond’s LPDDR3 DRAM is in mass production.

Winbond Electronics provides customer-driven memory solutions backed by product design, R&D, manufacturing and sales services. Winbond’s product portfolio, consisting of specialty DRAM, mobile DRAM and code storage flash, is used by Tier 1 customers in communication, consumer electronics, automotive and industrial, and computer peripheral markets.
Winbond is headquartered in Central Taiwan Science Park (CTSP) and it has subsidiaries in the USA, Japan, Israel, China and Hong Kong.

Kneron was established in 2015 in San Diego, California, USA. It provides edge AI solutions and is dedicated to the design and development of integrated software and hardware edge AI solutions for AIoT, smart home, smart surveillance, security, mobile devices, robotics, and industrial control.

Kneron’s mission is to enable and empower edge AI to be everywhere.

http://www.kneron.com/

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Network processor from STMicroelectronics enhances security

Combining Bluetooth 5.0 performance with enhanced privacy and security features, the BlueNRG-2N network processor is convenient and scalable, says STMicroelectronics.

The Bluetooth 5.0-certified network coprocessor is pre-programmed and ready for connecting to a host controller to provide Bluetooth connectivity. It simplifies the manufacture of products, says ST, and also allows the developer to scale the performance, features and cost of the host system independently. It can be used in a range of products such as smart medical wearables, PC peripherals, remote controls, lighting, industrial and home automation devices, and allows designers to optimise their choice of microcontroller to meet specific model requirements.

The Bluetooth enhancements featured in BlueNRG-2N include support for data length extension, which accelerates over the air (OTA) firmware updates by as much as 2.5 times, claims ST, and raises data transfers to 700kbit/s at the application level. The BlueNRG-2N also has support for Bluetooth LE Privacy 1.2, which allows it to change address frequently without host-processor involvement to prevent unwanted tracking and with minimal impact on system power consumption.

BlueNRG-2N is programmed with a digitally signed Bluetooth LE stack, which saves manufacturing costs yet maintains the design flexibility to upgrade via OTA updates. For cyber security, built-in image authentication technology always checks the stack before starting to allow only signed firmware images to run.

Power consumption is lower compared with previous BlueNRG generations, with low transmit and receive current and drawing just 900nA in shutdown mode with the Bluetooth Low Energy stack running. At the same time, the device maintains robust radio performance, with +8dBm programmable RF output power and up to a 96dB link budget.

BlueNRG-2N is the latest member in ST’s BlueNRG family of Bluetooth Low Energy chips for wireless system design. It is the dedicated network co-processor within the BlueNRG family. It shares key features with the BlueNRG-2 Bluetooth 5.0-certified SoC, which also contains a programmable Arm Cortex-M0 microcontroller to host the main application and Bluetooth connectivity on the same device. ST Microelectronics also offers developers the STM32 online development environment (ODE), which includes the STM32CubeMX GUI plug in, designed for developers to kick-start projects.

BlueNRG-2N is in full production and is included in ST’s 10-year industrial product-longevity program. The devices are available in a 2.66 x 2.56mm WLCSP34 chip-scale packages (BlueNRG-234N) or 5.0 x 5.0mm QFN32 (BlueNRG-232N).

https://www.st.com

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Semtech provide low power connectivity to Amazon Sidewalk

Long range (LoRa) devices from Semtech provide long range, low bandwidth connectivity for Amazon Sidewalk, the crowd sourced wireless network that can simplify device set up, extend range and provide limited functionality even when devices fall offline. It is free of charge to customers.

LoRa devices are defined by the long range, low power operation which make it particularly suitable for low bandwidth outdoor and indoor smart home and smart community products.

Semtech’s LoRa platform in the Amazon Sidewalk network extends the range of a customer’s home network to connect both outdoor and indoor, low bandwidth smart home products, including smart lights, pet trackers, sensors for asset tracking, smart irrigation, and additional low cost devices needed for residential use. With extended range, mobility and low power consumption, the LoRa platform enables the rapid deployment of a vast range of secure, low touch consumer IoT applications, says Semtech.

“The collaboration with Amazon solidifies that LoRa is the de facto platform for IoT LPWAN applications and expands LoRa to new consumer applications,” said Mohan Maheswaran, Semtech’s president and CEO.

The global smart home market is expected to grow by a factor of five to reach more than $192 billion in 2023, a rapid increase from the $41 billion in revenues in 2018 (IHS Markit). Networks such as Bluetooth and Wi-Fi, are limited in connectivity and range whereas cellular (e.g. 5G) is needed for mission critical, long distance, guaranteed delivery of data, but can be too costly and power hungry for battery operated devices.

Semtech’s LoRa devices are widely adopted long range, low power solutions for IoT that gives telecomms companies, IoT application makers and system integrators the feature set necessary to deploy low cost, interoperable IoT networks, gateways, sensors, module products, and IoT services worldwide. IoT networks based on the LoRaWAN specification have been deployed in 100 countries and Semtech is a founding member of the LoRa Alliance, the fastest growing IoT Alliance for Low Power Wide Area Network applications.

http://www.semtech.com

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Maxim reduces cost and size for dynamic hand gesture sensing

Dynamic gesture sensing for automotive applications can be enabled at what is claimed to be the industry’s lowest cost and smallest size using the MAX25205 data acquisition system says Maxim Integrated Products.

The MAX25205 provides swipe and hand-rotation sensing at 10 times lower cost and up to 75 per cent smaller size than time of flight (ToF) camera-based systems, claims Maxim Integrated.

Featuring integrated optics and a 6 x 10 infrared (IR) sensor array, the MAX25205 detects swipe and hand rotation gestures without the complexity of ToF cameras to improve driver safety. Gesture and proximity sensing is expected to replace knobs and touchscreens for infotainment, phone, side mirror, climate, trunk, sunroof and reading lamp controls in vehicles.

The gesture and proximity sensing sensor is supplied in a 4.0 x 4.0mm chip, which is up to 75 per cent smaller than ToF camera-based solutions, claims Maxim. It is intended for use to complement voice commands, for use when voice command is not effective. It also means that automotive displays do not become smeared with fingerprints as drivers and passengers use the touchscreens.

According to Maxim, the MAX25205 allows developers to avoid complex software development and maintenance programs. The integration of a 60 photo diode array, LED driver and internal LDO result in a form factor that is “significantly smaller” than ToF camera solutions, says the company. It can be paired with a small microcontroller, rather than the larger microprocessors that more complex solutions require.

The versatile device delivers nine gestures, including swipe, rotations, air link and 3×2 proximity zones with low lag time in a single chip. Alternative solutions require three chips and a complicated microprocessor, says Maxim.

The MAX25205 is available at Maxim’s website and the company also offers an evaluation kit, the MAX25205EVKIT#.

Maxim Integrated develops analogue and mixed-signal products and technologies to make systems smaller and smarter, with enhanced security and increased energy efficiency. Its customers are used by customers in the automotive, industrial, healthcare, mobile consumer and cloud data centre markets.

http://www.maximintegrated.com

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