A Mathematical Theory of Semantic Communication

A Mathematical Theory of Semantic Communication - arXiv

Semantic communication paves a new direction for future communication techniques whereas the guided theory is missed. In this paper, we try to ...

A Mathematical Theory of Semantic Communication: Overview - arXiv

Title:A Mathematical Theory of Semantic Communication: Overview ... Abstract:Semantic communication initiates a new direction for future ...

[PDF] A Mathematical Theory of Semantic Communication

The theoretic framework proposed in this paper is a natural extension of classic information theory and may reveal great performance ...

A Mathematical Theory of Semantic Communication - TechRxiv

The year 1948 witnessed the historic moment of the birth of classic information theory (CIT). Guided by CIT, modern communication techniques ...

A Mathematical Theory of Semantic Communication | TechRxiv

Correspondingly, By using jointly typical encoding, we prove the semantic rate distortion coding theorem in Section VIII. In addition, we extend the semantic ...

A Mathematical Theory of Communication

These semantic aspects of communication are irrelevant to the engineering problem. The significant aspect is that the actual message is one selected from a ...

A mathematical theory of semantic development in deep neural ...

We address this question by studying how the nonlinear learning dynamics of deep linear networks acquires information about complex environmental structures.

Semantic Communication: A Survey of Its Theoretical Development

In general, the mathematical theory of semantic communication and the mathematical representation of semantics are referred to as semantic information theory.

[PDF] Towards a theory of semantic communication

A model-theoretical approach for semantic data compression and reliable semantic communication is investigated and it is shown that Shannon's source and ...

A Mathematical Theory of Semantic Communication - OUCI

A Mathematical Theory of Semantic Communication. https://doi.org/10.36227/techrxiv.170775117.72309088/v1. Journal: 2024. Publisher: Institute of Electrical and ...

Towards a Theory of Semantic Communication (Extended Technical ...

However, these works do not offer a quantitative measure of semantic information in inference- capable sources, nor the study of the role of semantics in coding ...

A Mathematical Theory of Semantic Communication: Overview

Semantic communication initiates a new direction for future communication. In this paper, we aim to establish a systematic framework of ...

Semantic Communication: A Survey of Its Theoretical Development

In this paper, we introduce the pertinent advancements in semantic information theory. Grounded in the foundational work of Claude Shannon.

A mathematical theory of semantic development in deep neural ...

I will describe work addressing this question by mathematically analyzing the nonlinear dynamics of learning in deep linear networks. We find exact solutions to ...

The Mathematical Theory of Communication - MPG.PuRe

The semantic problems are concerned with the identity, or sat- isfactorily eIose approximation, in the interpretation of meaning by the receiver, as compared ...

Semantic Communication With Conceptual Spaces - IEEE Xplore

Despite the fact that Shannon and Weaver's Mathematical Theory of Communication was published over 70 years ago, all communication systems ...

A mathematical theory of semantic development in deep neural ...

An extensive body of empirical research has revealed remarkable regularities in the acquisition, organization, deployment, and neural representation of ...

Niu 和 Zhang - 2024 - A Mathematical Theory of Semantic ... - Scribd

reveal great performance potential for future communication. Keywords: synonymous mapping, semantic entropy, semantic relative entropy, up/down semantic mutual ...

A Mathematical Theory of Communication - Monoskop

These semantic aspects of communication are irrelevant to the engineering problem. The significant aspect is that the actual message is one selected from a ...

A Theory of Semantic Communication | Request PDF - ResearchGate

introduce a new conceptualization of semantic communication that characterizes it within joint source-channel coding theory, aiming to minimize the semantic ...