Language is a kind of network structure, its vocabulary is the coupling of various concepts, all of which can be diffused into a huge network, then a certain grammatical rule is needed to make the infinite combinability of probability collapse into a more certain network path, and the specific form of expression is a certain sublayer structure, and finally form a larger background such as culture and history

The communication of a network is the exchange of information between two cognitive networks, the language is the probability collapse of the information that an individual wants to express, and when it is transmitted to another individual, it is decoded according to its specific network structure (the context of understanding and divergence), and the expression after understanding is the probabilistic expression of its network. Pen? Interesting? Pavilion wWw. ｂiquge。 infoGenerally speaking, information is the essence of the network, and there may be a certain amount of loss and abnormality in the process of conversion. In fact, it is a process of multiplication of a network, following Mendelian's laws of inheritance. When the mutation reaches a certain level, the information also mutates. This is an evolution, not only a gradual evolution of lexical-grammatical collocations, but also such choices in its expressions.

Combination, the combination of various levels, must have a certain pattern or style, its essence is unique, and there is a certain degree of recognition. Relying on the similarity of the levels, the layers can be combined into a complex network, which can extract the loops formed by certain eigenlevels

Affixes, roots, etc. are combinations with relatively fixed meanings, such as ly, tive, etc., which can be coupled to the lower level of the vocabulary to form new words; There are also new information formed by specific word collocations, and the generation of some idioms is also a fixed expression; The structure of the sentence is also a specific combination, and the ability to express certain individual information such as emotional tendencies, such as positive and negative behaviors, is a higher level of expression based on the sentence structure. The structure between sentences is also a level, which also expresses a certain amount of information, and is a specific group of nodes divided by different levels of the probability network (granularity: letters-vocabulary-phrases-sentences (grammar)-chapters).

Basic Structural Framework: Probabilistic Networks; Specific expressions: selective expression and survival

Simple expressions need to be reduced to contextual network behaviors in the individual's brain in order to be understood

The formation of the pattern inevitably leads to the logical level in the end, and the deduction of logic is the recombination of the original combinatorial structure

Some words that express emotion are not necessarily the intrinsic properties of the sentence, and it is certain that they are at least related

Frequency, an index to determine similarity, and a certain group change (multi-level, DRP) are extracted as a general description, establish a matrix, or establish a high-dimensional spatial distribution derivative

The hierarchy is relatively independent, and the coupling of information also has a certain degree of independence, but it has a fixed area and a variable area, and if it can form a logical loop, it can be partially merged, and these combinations mean the generation of new information

The generation of complexity, the degree of hierarchical coupling, and the speed of communication between levels are related to similarity, and their coupling form is similar to the yin-yang mutual root form of Taiji diagram

Language is the structure of the mind

Contradictory coupling

Ambiguity is a specific selective expression of multi-level coupling

Sentence structures, such as definite clauses, etc., are the framework language rules for the expression of information

Vocabulary is a multi-layered coupling point of a language network that can be considered as a fundamental element. Due to the similarity of levels, the rules of lexical change have a certain correlation with the grammatical rules of the language and its evolutionary history.

Idiomatic phrases, such as proverbs, are a level of convergence.

There is a certain similarity between the language system derived from the alphabet and the construction of the Euclidean geometric system. Build the whole world with certain elements. Chinese characters are the construction of the system passed down from generation to generation, just like the Yellow Emperor's Neijing laid the foundation of traditional Chinese medicine for thousands of years. Western civilization emphasizes the deductive creation of foundations, encourages infinite combinations, and is bound to produce meaningful results in the end. From the very beginning, Chinese civilization has created a mixed system that balances the interests of all parties with comprehensive considerations, so that development is stable and adapts to the current environment. It can be said that one is exponential and the other is linear. The latter can always survive, and heaven and man are one. But the critical jump of the former seems to be more adaptable to the unpredictable world. Of course, these are civilizations in different directions, each with its own beauty. But competition is everywhere.

The structure of words, word formation, are modular. The meaning of words is based on certain basic deductions. And the relationship between words is the basis of a higher level (phrases, idioms, sentences, articles). It can be seen as a collapse of a probabilistic network. The development trend of vocabulary is a high-dimensional structure, which can be mapped to a low-dimensional level to do certain operations.

The formation of ecosystems is the inevitable result of multi-level coupling. For vocabulary, the most important thing is the construction of relationships, where the word has multiple meanings, and the multiple words and one meaning are the coupling points between the levels. Once an ecosystem has been formed, any new definition is a combination of original elements.

Any changes are based on their contextual environment. Different dimensions have different changing characteristics, such as historical periods, regions, specific events, and so on.

The hierarchy of the web is bound to be described: idioms, semantics, stylistics, etc.

Understand language in terms of frequency. The ciphers of cryptography are a new linguistic system. The high frequency of use provides the basic framework of the language, or indicates its relationship (preposition), emotion (mood particle), and if it is a more general word, it may be able to reflect a certain national character or ********.

There are different levels of mastery, and this is a distribution: the higher the level, the smaller the number. The coupling of hierarchies provides the basis for selective expression.

The root morpheme affix is the smallest level, and it will be meaningless to refine it. This is the smallest unit that we understand in terms of frequency. It's a mode of network collapse. A particular combination can have different meanings, and finally the word is fixed according to the common usage. This is the basis for the formation of the structure. Then there is the formation of semantics, that is, the formation of functions. Words are used to express specific things, and sentences with multiple words are a combination of networks. In order to be precise in the expression, grammar is derived. This process of formation is a process of accumulation of layers of ideas, and any expression in the mature period is a selective expression of these levels. The specific expression depends on its context, and it is a conventional interpretation.

Grammar is related to the structure of words. This is a manifestation of the coupling relationship between the levels.

The decomposition of vocabulary into sequences is determined by the matching of high-dimensional features, such as different attributes. Of course, this can also be decomposed over time, and the resulting coupling system may be like a closed-loop structure (e.g. my left is the left of the right, and the right is the right of the left)

A system can be evaluated using different dimensions, and each criterion is a specific way of slumping. Such as using personality to describe. This helps to understand.

Translation is the transformation of the overall network, that is, the high-dimensional structure is extracted and then selectively expressed, that is, the essence of the network.

Articulation, the connection between different modules, i.e. the combination. The determined pattern is the eigenpath; Different mechanisms, different distances, different relationships (near-medium, long-distance).

The matching of sequences is also divided into linear continuous matching and discrete matching (high-dimensional linear matching), and this relationship is a high-dimensional structure: directionality, modularity, hierarchical inclusion, dynamic change, and distribution

The basic units, connected to each other, form a whole relationship, i.e., a network

;