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BrainChip’s Success in 2020 Advances Fields of On-Chip Learning and Ultra-Low Power Edge AI

BrainChip Holdings Ltd., a leading provider of ultra-low-power, high-performance AI technology, ended the 2020 calendar year having made significant strides in the development of its technology backed by the launch of its early access program (EAP), availability of Akida™ evaluation boards, new partnerships, and expansion of its executive leadership and global facilities. The company’s EAP was launched in June targeting specific customers in a diverse set of end markets in order to ensure availability of initial devices and evaluation systems for key applications. Multiple customers have committed to the advanced purchase of evaluation systems for a range of strategic edge applications including advanced driver assistance systems (ADAS) and autonomous vehicles (AV), unmanned aerial vehicles (UAV), Edge vision systems and factory automation. Among those joining the EAP include VORAGO Technologies in a collaboration intended to support a Phase I NASA program for a neuromorphic processor that meets spaceflight requirements. BrainChip is also collaborating with Tier-1 automotive supplier valeo corporation to develop neural network processing solutions for ADAS and AV. This year, BrainChip partnered with Socionext, a leader in advanced SoC solutions for video and imaging systems, to provide a complete low-power AI edge network for vision, audio and smart transducers without the need for a host processor or external memory. The company’s partnership with Magik Eye Inc., developers of revolutionary 3D sensors that change how machines see the world, combines the best of AI with 3D sensing to provide a total 3D vision solution to customers for fast 3D object detection and recognition in applications, including robotics, automotive and emerging consumer products such as AR/ VR and others. BrainChip began shipment of evaluation boards for the Akida Neuromorphic System-on-Chip (NSoC) in November. The evaluation board availability complements the company’s Akida development environment (ADE), a robust development environment that allows potential customers to design a neural network as a Convolutional Neural Network (CNN) and utilize the ADE workflow to convert the network to an eventbased CNN or develop a native Spiking Neural Network (SNN). To support BrainChip’s growth throughout the year, the Company hired Rob Telson as Vice President of Worldwide Sales to lead commercialization efforts of the Akida Technology. He is also building an applications engineering team to best support customers and augment the company’s worldwide design, development and research groups. Todd Vierra joined the company as Director of Technical Sales, focusing on strategic customer adoption and implementation of the Akida neuromorphic processor in industries including aerospace, autonomous vehicles, medicine, cybersecurity and smart ‘edge’ devices, such as sensors and cameras. The personnel moves complement the company’s expansion with a Software Development Center in Hyderabad, India. The development center will concentrate on software and firmware developments to support Akida’s commercial implementation. “This past year saw significant progress in the development of the Akida technology in terms of both market readiness and the increase in market possibilities that the solution will provide immediate impact in,” said Louis DiNardo, BrainChip CEO, “From adding partners to opening up our Akida Development Environment and Early Access Program, we are making consistent, measurable progress in bringing AI to the edge in a way that existing technologies are not capable. During December we signed an agreement to license the Akida IP to a major Japanese semiconductor company. We look forward to continuing this momentum throughout the upcoming year and beyond.” The Akida Neural Processor technology, which is implemented in the NSoC, is a revolutionary advanced neural networking processor that brings artificial intelligence to the edge in a way that existing technologies are not capable. The solution is high-performance, small, ultra-low power and enables a wide array of edge capabilities. The Akida NSoC represents a revolutionary new breed of Neural Processing computing devices for Edge AI devices and systems. Comparisons to leading DNN accelerator devices show significantly better images/ second/ watt running industry standard benchmarks with MobileNet, MobileNet-SSD and Key Word Spotting, while maintaining excellent accuracy. The Akida NSoC is designed for use as a stand-alone embedded accelerator or as a co-processor. It includes interfaces for ADAS sensors, audio sensors, and other IoT sensors. It also has highspeed data interfaces such as PCI-Express, USB, 12S and 13C. An on-chip MPU is used to control the configuration of the Akida Neuron Fabric as well as off-chip communication of metadata. The Akida NSoC represents a scalable solution utilizing a built-in serial chip to chip connectivity to allow up to 64 devices to be arrayed for a single solution.  

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Into the Future: Bosch, Playing a Major Role Towards Connected Living Spaces

With the world on the cusp of a digital revolution, it is no surprise that only intelligent buildings that perform efficiently, financially, and enhance well-being will be fit for the future. Aligned with this notion, Bosch India offers integrated connected building solutions to ensure the safety and security of lives, buildings, and assets. Bosch centers its connected building solutions around making buildings secure, more livable, and enjoyable for inhabitants. Bosch’s building technologies are made for an intelligent and smart future. Bosch developed Building Technologies are coupled with IoT solutions that provide an integrated platform for security, safety, and communication needs. The connected building solutions cover commercial and residential buildings including shopping malls, offices and urban development spaces. Smart building capabilities delivered by Bosch offer greater operational efficiencies in facilities management and new innovative services to end-users. Bosch has invested in engineering infrastructure in India and will continue to invest in the future too towards creating future-proof solutions for a better life. Many of Bosch’s communications products are locally manufactured and plans are in place to extend this to portfolios of security and safety too. Bosch developed building technologies provide an integrated platform for security, safety, and communication needs in private and public places. Bosch’s end-to-end solution for office buildings help save on costs, create a pleasant working environment, and aid towards well-being of employees. Bosch camera trainer integrated with deep machine learning can teach cameras to detect objects or situations that would have previously gone undetected. “As cities in India evolve and energy demands surge, planners, developers, utilities and governments are looking towards ‘intelligent’ buildings that operate more efficiently while keeping the inhabitants secure in these spaces. Bosch’s connected building solutions cover almost every area within a building, both residential and commercial – from the inhabitant’s safety, security and comfort. We will continue to leverage our deep domain knowledge and expertise to continue disrupting the security and building technologies space,” said Viswanatha Raju, Head – South Asia Region, Bosch Building Technologies. Bosch’s end-to-end solution for office buildings helps save on costs, create a pleasant working environment, and aid employee well-being. Bosch Camera Trainer integrated with deep machine learning can teach cameras to detect objects or situations that would have previously gone undetected. Based on examples of target objects and non-target objects, this module uses machine learning to allow users to define objects that are of interest to them or things that are critical for them and generate detectors for the same. Bosch’s video-based fire detection is the perfect answer for facilities used for industry, transportation, warehousing, and utilities such as energy to minimize detection time with low false alarm rates. Improving the rescue chain through fast detection and situational awareness protects lives and minimizes damage. Bosch additionally offers wired and wireless conference systems for meetings of all sizes that provide excellent sound quality while keeping a safe distance. Further, solutions from building technologies have numerous applications in helping to manage the current pandemic situation, in areas of social distancing, crowd management, touchless access, and touchless human skin temperature measurement.  

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