The focus of this thesis is on the applications of nonlinear dynamical systems in bioengineering which are mainly used in large-scale and generally categorised into two groups: (1) dynamical systems from biology (2) dynamical systems for biology. The mathematical models describing the dynamical systems used in the above systems can be simulated with the use of powerful software such as MATLAB, however, for large-scale simulations software begins to collapse. Besides, computer-based simulations are not always suitable for interfacing with biological/physical systems where continuous monitoring with low power and area consumption might be required. To alleviate these issues, a few novel hardware techniques for both aforementioned groups are proposed and their hardware results compared and validated by software simulations.
翻译:该论文的重点是非线性动态系统在生物工程中的应用,主要用于大规模生物工程,一般分为两类:(1)生物动态系统;(2)生物学动态系统;(2)生物学动态系统;描述上述系统所用动态系统的数学模型,可以通过使用诸如MATLAB等强大的软件模拟大型模拟软件开始崩溃来模拟;此外,计算机模拟并不总是适合与生物/物理系统进行接口,因为可能需要以低功率和低面积消耗进行持续监测;为缓解这些问题,提议了上述两个系统采用的一些新型硬件技术,并通过软件模拟比较和验证其硬件结果。