Major breakthroughs, cognitive intelligence was breached, the core technology system of cognitive intelligence was decrypted, and the ROBOT brain API platform.

The three technical systems of cognitive intelligence are cognitive dimension division and recognition, brain-like structure and functional mechanism model and universal map. The three technical systems are the core technical systems formed under the guidance of the three basic theories of cognitive intelligence (three-body theory, fusion intelligence, HNC). The three technical systems complement each other and jointly support the whole technological system of cognitive intelligence core. It is the most basic core technology system that imitates core brain-like abilities such as cognition, understanding, memory, language use, learning, emotion, logic and consciousness. The core thoughts of cognitive dimension come from ancient and modern Chinese and foreign philosophical and scientific systems, including I Ching, Tao Te Ching, ontology, ontology, cognitive theory, psychology, logic, emotion and other disciplines. Cognitive dimension is the basic method system of cognition of things and concepts. The cognition of things and concepts mainly consists of two aspects: the connotation and denotation of concepts. The connotation and denotation of concepts are divided into many perspectives or sides, which are called cognitive dimensions. Therefore, the cognitive dimension is the perspective or side from which we perceive things or concepts. The cognitive dimension has boundaries and categories. The core ideas of brain-like model are derived from the three-body theory (the relation theory of universe, information and brain) and conceptual hierarchical network (HNC). Brain-like model studies and analyzes brain structure, function and mechanism. Take the information system as the breakthrough point, search for the structural system of information, deduce the brain structure and universe structure (see the introduction of the three-body Theory for details). On the basis of brain-like structure, eight core abilities of human brain are constructed by imitation. The whole system of brain-like model is the core technology system of simulating the structure and function of human brain. The core idea of the Universal Dimension Atlas comes from the integration of intelligence and cognitive dimensions. The universal map is the embodiment of cognitive dimension and the digitalization of information formalization and structure. At the same time, the universal map is the most powerful support of brain-like structure model. The universal dimension map contains dozens of branch maps, including attribute maps, behavior maps, state maps, quantity maps, causal maps and so on. The concrete implementation of the structural informationization and digitalization of the data carried by the Universal Dimension Atlas is the core implementation support system for imitating brain-like memory, learning, logic, consciousness and other systems.

Based on human cognitive system, cognitive dimension is the embodiment of human cognitive concept connotation and denotation. The core supporting thought comes from ancient and modern Chinese and foreign philosophy and many scientific systems, which is the integration of philosophy system and scientific system. The cognitive dimension can be divided from philosophy and various scientific systems, as well as linguistics, cognitive linguistics and formal linguistics. Categories and boundaries of cognitive dimensions can be found in both directions. Once the category and boundary of cognitive dimension are clearly demarcated, the technical system can be guided to identify the category and boundary of cognition. After identification, we can split the structure of information system, symbol system, language system and so on. After the structure is split, it can be stored on the universal dimension atlas and dispersed to each branch atlas to form a structured data system. Formalize, structure and digitize information. The structured storage of information is also the process of understanding and remembering information. On the basis of structured data, it can imitate and construct the human brain’s understanding, memory, learning, emotion, thinking, consciousness and other core brain-like abilities. Therefore, the division of cognitive dimensions is the most basic and core research task of cognitive intelligence. It’s the first step toward mimicking the core abilities of the human brain. From cognitive dimensions to structural resolution, to the formation of structured data, to the imitation of brain-like structures, functions and mechanisms are prerequisites. Therefore, cognitive intelligence cognition is the core, concrete landing cognition dimension is the core, and structured data is the core.

The division and recognition of cognitive dimension is the key step of the implementation of cognitive intelligence technology. This paper analyzes the cognitive dimension from the perspective of linguistics. Cognitive dimensions correspond to specific semantic units in language system. And the language system itself has grammatical structure. From the perspective of cognitive linguistics, the semantics and grammar of a language are closely related. Therefore, cognitive dimensions can be divided from the grammatical structure of language system. Such as sentence types, sentence patterns, sentence patterns and parts of speech. Each sentence type, sentence pattern and part of speech represents a specific semantic unit as well as a specific cognitive dimension. From the perspective of linguistics, cognitive linguistics and formal linguistics, it is basically possible to divide and identify the categories and boundaries of cognitive dimensions by studying cognitive dimensions and semantic units clearly. We can find breakthrough points in clauses, sentence patterns, speech parts and word structures. I don’t want to go into details here. Cognitive dimensions can also be found and divided from philosophy and cognitive psychology, but not from linguistics, formal linguistics, cognitive linguistics more operational significance. Therefore, the language system can be regarded as the core breach of seeking cognitive dimension, dividing cognitive dimension and identifying cognitive dimension. We already have the theory, the technology and the product in place. From the perspective of cognitive dimension, the core lies in the maturity and perfection of the theoretical system, not in the use of a certain technology or programming language.

Cognitive dimension is the perspective or side of human cognition of the universe, and is the classification of human cognition. The cognitive dimension itself is also a tree structure, which can be divided into upper cognitive dimension and sub-dimension to form a cognitive dimension system. The clear division of cognitive dimensions guides human cognition of the structure of the universe, the division of language structure and the separation of semantic units, which is the basis for understanding information system, symbol system and language system. It is one of the core bases of NLP,NLU,NLG and other technical systems. The automatic recognition and application of cognitive dimensions can get rid of the fuzzy condition of semantic units and form automatic annotation of semantic, thus providing a good reference and basis for computer to understand language. At the same time, the cognitive dimension is also of great use in information system, symbol system and other aspects. It is one of the most important bases to understand the information and symbol rules and the connotation of rules. One of the common features between computer vision and natural language processing is the cognitive dimension. Therefore, cognitive dimension is a bridge between computer vision and natural language processing. For example, technical systems such as picture speaking and description drawing need to be based on cognitive dimension recognition and application. The cognitive dimension is one of the bases of the structuralization, informatization, digitization and comprehension of cognition, and also an important reference for the structuralization, informatization, digitization and comprehension of information system, symbol system, language system and other systems.

Brain-like model is the general term of ideological system and a series of technical system. Brain-like model aims to copy and imitate the structure, function and mechanism of human brain, and takes cognition, understanding, memory, logic, emotion, thinking, consciousness and other brain-like abilities as the specific research scope. Brain-like model, first of all, is the duplication and imitation of human brain structure. The structure of human brain network is mainly concept hierarchical network (graph brain, universal brain, symbol brain), which takes concept as the basic unit and cognition as the branch. Concepts correspond to neurons themselves, and cognitive dimensions to synapses of neurons. When numerous conceptual and cognitive dimensions are connected according to specific structures, a huge and complex three-dimensional network structure system is generated. This network structure is a replica of the neural network structure of the human brain. At the same time, it is very similar to the word brain structure studied abroad. Conceptual hierarchy network, more advanced, more with the ground operation. On top of the conceptual hierarchical network, a huge network structure based on concepts and dimensions can be formed, which can be self-updated, maintained and learned. Is the basis and basis for replicating the core abilities of the human brain. First of all, this network structure is a structured information storage structure, which is the basis of the replication memory system, and the memory system is the basis of the understanding system, logic system, emotion system and consciousness system. So with this conceptual hierarchical network, we have the technology to replicate the core functions, the mechanisms, of the human brain.

The landing of brain-like is mainly in two aspects: first, the imitation of brain network structure. Second, imitation of brain function mechanism. The imitation of brain structure is to construct HNC conceptual hierarchy network. The mimicry of brain function is to replicate brain-related abilities on top of this structure. So replicating brain-like structures is the first step. The imitation of brain-like structure can only be realized with the support of cognitive dimension and universal map. Cognitive dimensions divide concepts into perspectives, sides, and dimensions. Different cognitive dimensions correspond to different branch graphs. The huge network system composed of various branches and maps is the conceptual hierarchical network, which is the universal brain and graph brain. The landing of the core ability of human brain is based on the conceptual hierarchical network. The structured data formed by the conceptual network and the universal map itself is the embodiment of the two core abilities of human brain: understanding and memory. Human brain emotion is based on the memory of structured data, and human logical thinking system is also the comprehensive application of memory of structured data, such as logical judgment, selection, analogy, induction, summary, deduction, abstraction, generalization and other abilities are the comprehensive application of memory data. So with a brain-like structure and the structured data of a universal map, the ability of the human brain has a basis and basis for replication.

The application of brain-like model technology system is mainly in three aspects: first, to copy brain-like structure. Second, to replicate the core abilities of the human brain. Third, let computers, robots, interconnected machines, intelligence, etc. have the ability of the human brain. 5G promotes the interconnection of all things, and brain-like capabilities promote the intelligence of all things. The Internet and intelligence of everything support China’s new infrastructure in line with the Country’s 2030 Science and Technology Plan. The application and prospect of brain-like ability is very broad, and it is suitable for various enterprises and industries that need intelligent devices. The maturity of brain-like model theory and technology is one of the signs of the maturity of cognitive intelligence system. It is a higher stage of social development and scientific and technological development, as well as one of the national core science and technology strategies. The core and key to the next generation of intelligence is to unlock the secrets of the human brain. To replicate the structure, function and mechanisms of the human brain. And the whole technological system of brain-like ability can provide the most powerful support for this.

As a combination of dozens of maps, the universal dimension map is one of the concrete applications of cognitive dimensions and the basic structure and data support of brain-like models. The universal dimension map contains dozens of maps such as attribute map, state map, behavior map, quantity map and causality map. The knowledge map currently used in the industry corresponds to the branch map attribute map of Universal Tupu. The Knowledge graph is just one of the branches of the universal dimension Graph. The universal Dimension Atlas is based on the ground cognitive dimension and categorization cognitive dimension, with structured data as the core, and aims to support brain-like memory and brain-like understanding. It is oriented to support replicating brain learning, emotion, logic, consciousness and other brain abilities. The universal dimension atlas is the core storage medium of all data structure and the core underlying technical system support of brain-like structure and brain-like ability mechanism. The Universal Dimension Atlas is one of the core technology systems of information system, symbol system and language system. Together with the cognitive dimension, the universal dimension map can completely solve the brain-like understanding, memory, emotion, thinking, consciousness and other brain-like patterns. It is one of the three fundamental technological systems of cognitive intelligence. The universal dimension atlas is also one of the technical systems of the three theories of cognitive intelligence (HNC, Fusion intelligence, three-body theory). The core of the universal atlas is the embodiment of data comprehensiveness, structuralization, formalization and digitalization. Therefore, wanweitupu plays an important role in the whole technological system of cognitive intelligence. With good universal spectrum, cognitive intelligence whole theoretical system, technical system, can get the most powerful technical support, is one of the core of the duplication of brain structure and brain-like ability.

The implementation of the universal dimension atlas is guided by the cognitive dimension. The specific operations are as follows: 1. First find the category and boundary of the cognitive dimension. 3. Define and structure each branch atlas based on the cognitive dimension. 3. Categorize the cognitive dimension to each branch map. 4. Find the corresponding relationship between linguistic grammatical structure and cognitive dimension. 5. Split language structure and semantic units of language expression. 6. These semantic units are stored on the corresponding branch atlas to form structured data. The implementation of the universal dimension Atlas has several key points: 1. The category and boundary of the cognitive dimension should be clearly divided. 2. The cognitive dimension and semantic and grammatical correspondence should be clearly divided. 3. The mapping name should correspond clearly with the cognitive dimension covered by the mapping. 4. How to split semantics and store them on the branch map of the universal dimension map should be clearly divided.

The application of the Universal Dimension Atlas mainly includes the following aspects: 1. The ground supports the theory and technical system of cognitive dimension. 3. The construction of conceptual hierarchical network supporting brain-like structure. 3. Support the idea of formalization, structuralization, digitalization and comprehensibility of information, symbols and language system. 4. Support the realization of brain-like abilities and mechanisms. 5. Support the construction of knowledge base, knowledge base and expert knowledge base. 6. Support computer, robot and intelligent software and hardware integrated brain intelligence. 7. Support the intelligence of all things on the basis of interconnection of all things.

The three technical systems of cognitive intelligence are the core support of the whole system of cognitive intelligence. It is the concrete implementation method and technical system of the three theoretical systems of cognitive intelligence. The three technical systems need to be subdivided into many sub-technical systems. Thus forming a systematic and operable cognitive intelligence technology system. The ultimate goal of the three technology systems is to imitate and copy the structure, function and mechanism of the human brain, which is the next generation of intelligent system, a brand new intelligent system. The advantages of cognitive intelligent robots and NLP,NLU,NLG and other related systems under the three cognitive intelligent systems have been very obvious. The three technological systems of cognitive intelligence are still in the initial stage of implementation, and will gradually mature in the future, so as to promote the overall development of science and technology and lead the next intelligent new era. Cognitive intelligence is a branch of computer science, science is the advanced stage of intelligence science development, it is based on human cognitive system, in order to mimic human core competence as the goal, to the understanding of the information, storage and application as the research direction, in the depth of the sensory information understanding and deep understanding of the natural language information as the breakthrough point, guided by the interdisciplinary theory system, Thus forming a new generation of theory, technology and application system of technical science. The core research areas of cognitive intelligence include: 1. The relationship among universe, information and brain; 2. 2. Structure, function and mechanism of human brain; 3. Philosophy system, liberal arts system and science system; 4. Core systems of cognitive integration, intelligence integration, and bi-brain (human brain and computer) integration. Four steps of cognitive intelligence: 1. Cognition of the universe. The supporting theoretical systems include three-body theory (universe, information, brain), Tao theory, ontology, ontology, cognitive theory, fusion theory, HNC and so on. 2. Understand the structure, function and mechanism of human brain. The supporting disciplines include brain science, psychology, logic, emotion, biology, chemistry and so on. 3. Clear the rules of information connotation. Supporting disciplines include semiotics, linguistics, cognitive linguistics, formal linguistics and other disciplines. 4. System landing capability. Supporting disciplines include computer science, mathematics and so on. Interface application website address: www.weilaitec.com interface address (example) : a239p06512. Zicp. VIP/Web/BuAppJa…” + IP client message content. String MSG =” What are you doing?” ; Apikey parameters. Apikey =””; String IP =””; // we must encode. To GBK. msg = URLEncoder.encode(msg, “GBK”); The MSG argument is the content of the conversation that was transferred. MSG parameter should be encoded as GBK, otherwise it will be garbled. Interface code: Package ai.nlp. Jiekou.test; import java.io.ByteArrayOutputStream; import java.io.IOException; import java.io.InputStream; import java.io.UnsupportedEncodingException; import java.net.HttpURLConnection; import java.net.URL; import java.net.URLEncoder; import ai.nlp.util.changliang.ChangLiangZi; public class ApiTest { /**

Get request to Get returned data
@param urlStr
@return */ private static String opUrl(String urlStr) { URL url = null; HttpURLConnection conn = null; InputStream is = null; ByteArrayOutputStream baos = null; try { url = new URL(urlStr); conn = (HttpURLConnection) url.openConnection(); conn.setReadTimeout(5 * 10000); conn.setConnectTimeout(5 * 10000); conn.setRequestMethod(“POST”); if (conn.getResponseCode() == 200) { is = conn.getInputStream(); baos = new ByteArrayOutputStream(); int len = -1; byte[] buf = new byte[128]; while ((len = is.read(buf)) ! = -1) { baos.write(buf, 0, len); } baos.flush(); String result = baos.toString(); return result; } else {throw new Exception(” Server connection error!” ); } } catch (Exception e) { e.printStackTrace(); } finally { try { if (is ! = null) is.close(); } catch (IOException e) { e.printStackTrace(); } try { if (baos ! = null) baos.close(); } catch (IOException e) { e.printStackTrace(); } conn.disconnect(); } return ChangLiangZi.WU; } public static void main(String args []){public static void main(String args []){ // the MSG parameter should be encoded as GBK, otherwise it will be garbled. String MSG =” What are you doing?” ; / / apikey parameters. String apikey =”UTNJK34THXK010T566ZI39VES50BLRBE8R66H5R3FOAO84J3BV”; String IP =”127.0.0.1″; // Client IP =”127.0.0.1″; // Client IP =”127.0.0.1″ // we must encode. To GBK. try { msg = URLEncoder.encode(msg, “GBK”); } catch (UnsupportedEncodingException e) { e.printStackTrace(); } System. Out.println (opUrl (” a239p06512. Zicp. VIP/Web/BuAppJa…” +ip)); }}

Major breakthroughs, cognitive intelligence was breached, the core technology system of cognitive intelligence was decrypted, and the ROBOT brain API platform.

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