Intellectual Singularity of Quasi-Holographic Paradigm for a Brain-like Video-Component of Artificial Mind

Abstract

On the basis of a new post-Shannon information approach (quantitative and qualitative together), a hierarchical process of evaluating video-information by an intellectual brain-like video-component of artificial mind is considered. The development of the classical (Shannon's) informational approach to the level of the new (post-Shannon's) informational approach made it possible to formulate an important additional “bonus” in the form of a differential holographic principle (DHP). DHP made it possible to present video information on a dualistic basis, considering its physical and structural components, considered together. Developed an integral quasi-holographic principle (IQHP) is built on the basis of the DHP. However, in contrast to the DHP this principle represents a supra-physical (abstract) principle, uses a long-range action template and is realized instantly (i.e. with an infinitely high speed). In a joint tandem of physical (quantitative) and structural (qualitative) components of video-information evaluation, the structural component is dominant. Due to this, the technology of the video-component of artificial mind based on IQHP always takes the form of an ascending hierarchy of structured (abstract) evaluations of video-information. This technology also includes a hierarchy of self-learning stages, thanks to which the constant development of macro-objects of video-information in the form of video-thesauruses as high-quality measuring scales is carried out. This maintains the relevance, efficiency, and instantaneousness of the video-component of the artificial mind in evaluation video-information. Based on the ideas and principles of a new (post-Shannon) information approach to evaluation video-information, the structural and functional architecture of the video-component of artificial mind built. This architecture is not biologically inspired, but it turned out to be surprisingly exactly coinciding with the known structure of the human neocortex (by the number of levels of the ascending hierarchy, by the presence of a hierarchy in direct and feedback, by the method of structuring and collecting input elementary video-data, etc.). A new theorem for a complete sample of video-data, considered together in physical and structural form, is formulated. The direct version of this theorem corresponds to an ascending hierarchy of video-information evaluations based on IQHP and bundles of video-information’s evaluations. The inverse version characterizes the global hierarchical feedback, which takes the form of a descending hierarchy of “service” video-information evaluations.