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In such doing, this dissertation serves as a step stone for papers of its counterparts to come, and, more importantly, it proposes a strategic alternative to the realization of models for image processing. This dissertation consists of three major parts. In the first part, detailed discussions and delicate analyses of academic papers on Cellular Neural Network will be provided in the hope of helping us see the potentiality of Cellular Neural Network in the applications of image processing. I will focus on the aforementioned limitations on hardware compilation as well. In the second part, I will put forth "texture analysis" as one basic model of analysis when we apply Cellular Neural Network to image processing. In this so-called texture analysis, a useful "spatial feature" is especially drawn to help us overcome possible problems of more complicated Cellular Neural Network applications in image processing."Spatial feature" also serves as a well-functioning mechanism for technology of image identification. In the last part of this thesis, I will look into a case study, where Cellular Neural Network is applied to help de-screen document image. Using it as an example, we will see how algorithms of Cellular Neural Network may be of marvelous use in applications in document image processing, since it would reduce a great deal of calculation and computation when applied to software compilation, yet opens up unlimited possibilities for higher-speed hardware compilation of high-level image processing.

这篇论文主要可以分为三大部分:在第一部份里,我们会详细地说明并讨论在过去到现在大部分将分子类神经网路应用於影像处理的相关文献及未来所有可能的发展和技术,另外也将分子类神经网路作一完整的介绍,除此之外,我们也会特别著重於分子类神经网路在影像处理相关应用理论的讨论以及其硬体实现化的考量;在第二部分里,我们提出了一个将分子类神经网路应用於影像辨识处理的基础分析—纹路分析,这是由於纹路分析的复杂性和普遍性会使得分子类神经网路於高阶影像处理的应用不会只局限在单一的影像处理技术,其中我们也提出了一个相当有用的空间特徵,此一特徵不但可以使复杂地高阶影像处理能够应用分子类神经网路,也为影像辨识技术提供了一个很好的辨识机制;在最后一部分里,我们也将文件影像分析做了一个完整的剖析,并以文件影像的去网点为例来说明在实际情况下的分子类神经网路的应用,如此演算法的开发也为文件影像处理提供了更多实际的应用,更考量了文件影像处理若以软体实现时的计算量负荷,而对未来高阶数位影像处理能够以硬体实现来提高处理速度提供了无限的可能。

In the end-to-side group, the cutaneous antebrachii medialis nerve was transected, then an 1 mm epineural window was created on the ulnar nerve. Distal end of CAM nerve was sutured to the windowed ulnar nerve by means of end-to-side neurorrhaphy. In the normal control group, CAM and ulnar nerves were exposed. One year post-operatively, evaluations including acetylcholinesterase stain and retrograde Fluoro-Gold neuron tracing were conducted.

端侧缝合组切断前臂内侧皮神经,尺神经后内侧方外膜开窗,将前臂内侧皮神经和开窗的尺神经外膜做端侧缝合,正常对照组仅显露前臂内侧皮神经和尺神经。1年后采用乙酰胆碱酯酶染色和Fluoro-Gold荧光逆行示踪技术,观察和计数前臂内侧皮神经纤维和大鼠脊髓C5~T1前角和背根神经神经元。

Part three: An experiment study on the repair of peripheral nerve injury by NT-3 gene modified neural stem cells objective To investigate the effective treatment of peripheral nerve injury with NT-3 gene modified neural stem cells, to explore the feasibility of the treatment by means of gene transfection Methods 54 SD rats were divided evenly into 3 groups. The sciatic nerve transected model were made and sutured end to end with epineurium. The neural stem cell without NT-3 gene or with NT-3 gene modified were injected into triceps muscle one time a week, saline injected as control group. The nerve trunks of stomas and triceps muscle were acted as specimen three weeks、six weeks and nine weeks after operation.

最后,为了探讨神经营养素-3基因修饰的神经干细胞对周围神经再生修复的影响,从转基因角度探讨治疗周围神经损伤的有效方法,我们选用54只SD大鼠随机分为3组,造成坐骨神经切断损伤模型,神经外膜端端对位缝合后,于小腿三头肌每周分别注射生理盐水、未被神经营养素-3基因修饰的神经干细胞、及神经营养素-3基因修饰的神经干细胞。

Materials and Methods 46 cases with brachial plexus injury underwent traditional spinal accessory nerve transfer to restore shoulder abduction were followed-up. Recipient nerve: suprascapular nerve in 35 cases (upper partial brachial plexus injury 21 cases and total brachial plexus injury 14 cases), axillary nerve in 11 cases(upper partial brachial plexus injury 5 cases and total brachial plexus injury 6 cases); And trapezius muscle function was measured by physical examination and electrophysiological study in 18 patients.

材料与方法臂丛神经损伤患者46例,传统锁骨上前入路副神经移位恢复肩关节外展功能;受区神经:肩胛上神经35例(上臂丛神经损伤21例,全臂丛神经损伤14例),腋神经11例(上臂丛神经损伤5例,全臂丛神经损伤6例);术后随访肩关节外展功能的恢复,并对来院随访患者随访检查其斜方肌各部肌力及电生理的变化。

The SG showed highest FXPRLamide peptides titer in neural organs. Using an antiserum against H. armigera PBAN, PBAN-like immunoreactivity was detected in the SG and TG of Antheraea yamamai by whole-mount immunocytochemistry, and there were three clusters cells in the SG which shows positive PBAN-like immunoreactivity. The titers of FXPRLamide peptides immunoreactivity in the hemolymph kept a steady level. When pupation, the titer increased promptly, but decreased to a low level after early pupal stage.

这证明了天蚕可能存在FXPRLamide家族神经肽中的DH-PBAN基因;天蚕的咽下神经节中FXPRLamide神经肽含量最高,咽下神经节有三簇细胞合成FXPRLamide神经肽,在胸神经节和腹神经节也有明显的阳性细胞;天蚕5龄幼虫的血淋巴中FXPRLamide神经肽含量比较稳定,化蛹前含量升高,蛹期含量降低。

Results:(1) The two nerves were found anatomically related at 5~10 mm and 26~30 mm respectively following hypoglossal nerve entering the muscle.(2)The diameter of the two nerves were observed to match well with each other or with the main branches at 10 mm following the branching of hypoglossal nerve.(3) At 6~10 mm prior to the branching of hypoglossal nerve there was a branch going to the lingual muscles and plexiform of lingual nerve.

结果:(1)舌下神经与舌神经之间有二个恒定的联系部位,即舌下神经分支进入舌肌后最初5~10 mm处和26~30mm处;(2)舌下神经与舌神经最佳吻接部位,我们认为应在舌下神经主干分叉后10 mm左右;神经直径测量也发现神经直径与舌神经主干和分支直径较为匹配,且此区有利解剖,便于神经吻合;(3)舌下神经分叉之前,在神经干上方距分叉约6~10 mm处有一较固定分支,参与分布舌肌并与舌神经呈丛状结构。

Results Fascicles and certain amount (207) of motor fibers from the anterior division of C7 were distributed to musculocutaneous nerve and median nerve, the orientation of these fibers were not clear. The ones (323) from posterior division were to the axillary, radial, and dorsal thoracic nerves, thus the orientation of these fascicles was relatively definite.

结果 大鼠C7神经根前股发出一定数量的运动纤维到肌皮神经、正中神经,总量约207根,但在C7前股定位不明确;后股发出相应的运动纤维束支到桡神经、腋神经与胸背神经,总量约323根,这些束支在C7后股的定位较明确。C7神经根所支配的范围很广,其中以C7后股发出的胸背神经束支支配的背阔肌占比例最大(运动纤维含量>50%)。

Basing on the setup of animal model of root avulsion of the brachial plexus, we divided the experimental animal into four groups by the operative method: Group A: one end of the maternal nerve graft was connected with the upper trunk of the healthy side by end-to-side neurorrhaphy, and the other end was sutured to the distal stump of musculocutaneous nerve infraclevicularly by end-to-end neurorrhaphy. Goup B: on the healthy side, the operation was the same, the other end was sutured to the distal end of C〓 by end-to-end neurorrhaphy on the affected side. Group C: the maternal nerve graft bridged the phrenic nerve and infraclevicular musculocutaneous nerve of the affected side by end-to-end neurorrhaphy. Group D: the phrenic nerve was sutured to the distal end of C〓 supraclevicularly by end-to-end neurorrhaphy.

在构建了模拟小儿臂丛神经根性撕脱伤的动物模型基础上,将实验动物按手术方式分组如下,A组:母鼠提供的的神经移植体一端与子鼠健侧臂丛上干行端侧吻合,另一端与患侧已切断的锁骨下肌皮神经远端行端端吻合。B组:母鼠提供的的神经移植体一端与子鼠健侧臂丛上干行端侧吻合,另一端与患侧已切断的锁骨上颈〓远端行端端吻合。C组:母鼠提供的的神经移植体桥接于子鼠患侧膈神经与锁骨下肌皮神经之间。D组:子鼠患侧膈神经直接与锁骨上颈〓远端行端端吻合。

The research of neural network realization can be traced back to 60's. It processes along with two avenues: fully hardware realization and virtual realization. Scientists have developed many neurochips supporting fully hardware realization. Neurocomputing simulating supporting environments, neurocomputing accelerators and parallel neurocomputing systems also have been developed for virtual realization of neural network.

神经网络实现技术的研究可以追朔到六十年代,该项研究一直是沿两个方向开展,即神经网络的全硬件实现和神经网络的虚拟实现,科学加们也研制出了许多支持神经网络全硬件实现的神经芯片,以及支持神经网络虚拟实现的各种神经计算软件模拟环境、加速器和并行神经计算机系统。

Results:(1) The two nerves were found anatomically related at 5~10 mm and 26~30 mm respectively following hypoglossal nerve entering the muscle.

结果:(1)舌下神经与舌神经之间有二个恒定的联系部位,即舌下神经分支进入舌肌后最初5~10 mm处和26~30mm处;(2)舌下神经与舌神经最佳吻接部位,我们认为应在舌下神经主干分叉后10 mm左右;神经直径测量也发现神经直径与舌神经主干和分支直径较为匹配,且此区有利解剖,便于神经吻合;(3)舌下神经分叉之前,在神经干上方距分叉约6~10 mm处有一较固定分支,参与分布舌肌并与舌神经呈丛状结构。

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