Suleimenov Ibragim, Gabrielyan Oleg, Kopishev Eldar, Kadyrzhan Aruzhan, Bakirov Akhat, Vitulyova Yelizaveta
National Engineering Academy of the Republic of Kazakhstan, Almaty 050010, Kazakhstan.
Department of Philosophy, V.I. Vernadsky Crimean Federal University, Simferopol 295007, Russia.
Gels. 2024 Nov 6;10(11):715. doi: 10.3390/gels10110715.
The current state of affairs in the field of using polymer hydrogels for the creation of innovative systems for signal and image processing, of which computing is a special case, is analyzed. Both of these specific examples of systems capable of forming an alternative to the existing semiconductor-based computing technology, but assuming preservation of the used algorithmic basis, and non-trivial signal converters, the nature of which requires transition to fundamentally different algorithms of data processing, are considered. It is shown that the variability of currently developed information processing systems based on the use of polymers, including polymer hydrogels, leads to the need to search for complementary algorithms. Moreover, the well-known thesis that modern polymer science allows for the realization of functional materials with predetermined properties, at the present stage, receives a new sounding: it is acceptable to raise the question of creating systems built on a quasi-biological basis and realizing predetermined algorithms of information or image processing. Specific examples that meet this thesis are considered, in particular, promising information protection systems for UAV groups, as well as systems based on the coupling of neural networks with holograms that solve various applied problems. These and other case studies demonstrate the importance of interdisciplinary cooperation for solving problems arising from the need for further modernization of signal processing systems.
分析了在利用聚合物水凝胶创建用于信号和图像处理的创新系统(计算是其中一种特殊情况)领域的当前状况。考虑了这两种能够形成替代现有基于半导体的计算技术的系统的具体示例,但前提是保留所使用的算法基础,以及具有非平凡信号转换器的系统,其性质需要过渡到根本不同的数据处理算法。结果表明,当前基于聚合物(包括聚合物水凝胶)开发的信息处理系统的可变性导致需要寻找互补算法。此外,现代聚合物科学能够实现具有预定特性的功能材料这一众所周知的论点,在现阶段有了新的意义:提出创建基于准生物基础并实现预定信息或图像处理算法的系统的问题是可以接受的。考虑了符合这一论点的具体示例,特别是用于无人机群的有前景的信息保护系统,以及基于神经网络与全息图耦合来解决各种应用问题的系统。这些以及其他案例研究表明,跨学科合作对于解决因信号处理系统进一步现代化需求而产生的问题非常重要。