Artificial intelligence technology in the forefront of the industry

Artificial intelligence is a concrete manifestation of human brain simulated by the machine. At present, large-scale networking applications represented by intelligent search, deep learning, cloud operation processing and the like have become an important and important direction for information and communication technology. In 2013, the human brain research and development programs started successively by the United States and Europe strove to create a comprehensive research platform based on information and communication technologies, and to promote the development of artificial intelligence, robotics and neuromorphic computing systems and are expected to boost the production and living of information and communication technologies and even human society Profound revolutionary change.

From a development vein, artificial intelligence has been at the forefront of technological innovation. In recent years, it has also shown a concentrated outbreak of momentum. It has gained unprecedented attention in areas such as intelligent search, human interaction, and wearable devices, and has become a leading front in the industry.

First, open the search engine to develop new space

Information search is the key entrance of Internet traffic, and also the key means to match the information resources and user needs. The introduction of artificial intelligence opens up a new space for the development of search engines. A few important directions are:

From low-level algorithm to advanced algorithm development. Search giant Google daily company to conduct more than 200 online search experiments to improve the search algorithm, and gradually completed by the keyword matching to the atlas, semantic search algorithm innovation is setting off a data-driven, experimental evaluation, mathematical model algorithm improvement Big data revolution for the axis, such as Google bird flu map.

From text retrieval to speech image retrieval development. The typical cases that have taken place are: First, search engines that incorporate deep learning technologies are dramatically improving the accuracy of image search. Such as Google Street View through the "map search map" and "map search information" to identify the detailed location of the object. Second, a search engine that incorporates natural language processing and cloud operations processing technology translates voice instructions into real-time search results. Google, Apple have introduced artificial voice computing products - GoogleNow and AppleSiri, the natural language into search instructions, to simplify the user input threshold. Thirdly, AI-assisted search engines may add ideas to emotional elements to develop a true neuropsychological search engine. Google is developing an intelligent search system that understands human emotions for psychological counseling and psychomedicine.

Evolved from Internet search to cloud search. On the one hand, search engine technologies based on artificial intelligence are moving toward the Internet of Things and deepening the application of information technology. Shodan, an Internet of Things search engine based on tag sensing and reading technology, can search almost any industrial control system connected to the Internet and greatly enhance the visualization and management of the Internet of Things. On the other hand, the continuous coupling of artificial intelligence-based search engine technology and cloud operation processing technology is driving important changes in cloud computing technology. Such as the object storage technology based on the directory indexing service system, enables the online reclamation of large-scale archived data under cloud collaboration.

Second, speed up the mobile Internet application innovation and industrial change

Embedded with artificial intelligence technology, mobile terminals have broken the limitation of space, time and geography, stimulated the high-frequency human-computer interaction and encouraged the industry to develop massive Internet services and applications based on artificial intelligence technology. For example: natural language interaction has become a mature application on the Internet, contains endless business opportunities. The development of natural language interaction has been more mature and can be combined with artificial intelligence sensing technologies such as visual manipulation, gesture manipulation and gesture manipulation. Such as Microsoft simultaneous interpretation system (GPGPU) neural network based on a large number of historical data training, the speech recognition of word error rate reduced by 18% -33%.

Deep Learning Technology has generated a great deal of creative and emerging applications in the Internet. Deep learning is the latest evolution of artificial intelligence, which has led to a new wave of machine learning and accelerated the advent of "Big Data + Deep Model" era.

First, information products based on deep learning have become the most active innovation areas. Samsung "new technology laboratory" is developing based on the brainwave identification control technology [EEG-control. ], "Mind-Mind Control Smart Device" to install "Mind-Mind Application" in a brain-wave recognition device to realize the human mind control of a tablet by brainwave scanning and interaction with a tablet.

Second, related products for deep learning convergent face recognition have begun to be used for public administration of society. The Department of Homeland Security (DHS) uses deep learning technology for the Biometric Optical Surveillance System (BOSS). This is a typical application of face recognition system. ], Automatically identify and locate targets based on faces by establishing a connection between the computer and the camera and constantly scanning the crowd. Based on the strategic importance of deep learning, Internet companies in China have begun to deploy intelligent terminal applications such as deep learning technology research and development, Baidu's deep learning technology-based "Baidu Translator," and "Baidu Wake-Up". By collaborating with the cloud, they can achieve their goals Feature calculus and definition, providing an increasingly ideal personification assistance service.

Wearable intelligent networking equipment is leading the way in the development of information technology products and information applications. At present, wearable intelligent networking equipment based on artificial intelligence technology has become a new hot point of competition for all parties. Apple iWatch, Google Glass, Canada MYL arm ring ThalmicLabs, grand shell smart watches, Baidu glasses Etc., are all wearable smart networking devices that have attracted the attention of the industry. The latest trend is that wearable intelligent networking equipment is being applied to sports, biology, medical and other fields. After the electronic tablet developed by Google Motorola swallows, it uses stomach acid to generate the signal in the body so that the human body becomes a password for biometrics and identity verification.

Unmanned and intelligent robots are becoming hot spots in industrial research and development, relying on the mobile Internet will be its extensive application of scenarios, extending to the traditional industries. In unmanned technology, Amazon is developing unmanned aerial vehicles for delivery of parcels [which UAVs call Amazon "octocopters." ]. In terms of robotics, Google has acquired eight technology companies worldwide and is researching and developing intelligent robots for marketing and industrial manufacturing. Robotics companies such as ABBGroup in Zurich and KukaAG in Germany, as well as information technology companies in Taiwan such as Delta Electronics and Foxconn Businesses are developing, manufacturing and testing low-end robots that provide services below labor costs, as well as high-end humanoid robots that have sight, touch and even learning abilities.

Third, human brain science is expected to boost artificial intelligence to achieve the best ideal state

The artificial intelligence so far is only using the machine to simulate the human brain for simple calculations and processing. In keeping with simple artificial intelligence, human brain research and development activities that simulate the human brain for complex and advanced computing have never stopped. The brain research project of the United States and Europe (collectively the "Human Brain Project") paints a brand new Evolution road map. On January 28, 2013, the European Commission announced that "Human Brain Project (HBP)" was selected as the "Future Emerging Flagship Technology Program (FET)" by the European Union and became the EU's seventh Framework Division

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