Toshiba Electronic Devices & Storage Corporation (“Toshiba”) today announced development of an image recognition SoC (System on Chip) for automotive applications that implements deep learning accelerator at 10 times the speed and 4 times the power efficiency of Toshiba’s previous product. Details of the technology were reported at the 2019 IEEE International Solid-State Circuits Conference (ISSCC) in San Francisco on February 19.
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Toshiba: DNN Accelerator (Graphic: Business Wire)
Advanced driver assistance systems, such as autonomous emergency braking, offer increasingly advanced capabilities, and implementing them requires image recognition SoC that can recognize road traffic signs and road situations at high speed with low power consumption.
Deep neural networks (DNN), algorithms modeled after the neural networks of the brain, perform recognition processing much more accurately than conventional pattern recognition and machine learning, and are widely expected to find utilization in automotive applications. However, DNN-based image recognition with conventional processors takes time, as it relies on a huge number of multiply-accumulate (MAC) calculations. DNN with conventional high-speed processors also consumes too much power.
Toshiba has overcome this with a DNN accelerator that implements deep learning in hardware. It has three features.
The new SoC complies with ISO26262, the global standard for functional safety for automotive applications.
Toshiba will continue to enhance the power efficiency and processing speed of the developed SoC and will start sample shipments of ViscontiTM5, the next generation of Toshiba’s image-recognition processor, in September this year.
|||Toshiba’s image recognition SoC in “1.9TOPS and 564GOPS/W Heterogeneous Multicore SoC with Color-based Object Classification Accelerator for Image-Recognition Applications,” a paper delivered at the 2015 IEEE International Solid-State Circuits Conference|
* ViscontiTM is a trademark of Toshiba Electronic Devices & Storage Corporation
* All other company names, product names and service names may be trademarks of their respective companies.
About Toshiba Electronic Devices & Storage Corporation
Toshiba Electronic Devices & Storage Corporation combines the vigor of a new company with the wisdom of experience. Since becoming an independent company in July 2017, we have taken our place among the leading general devices companies, and offer our customers and business partners outstanding solutions in discrete semiconductors, system LSIs and HDD.
Our 22,000 employees around the world share a determination to maximize the value of our products, and emphasize close collaboration with customers to promote co-creation of value and new markets. We look forward to building on annual sales now surpassing 800-billion yen (US$7 billion) and to contributing to a better future for people everywhere.
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