手写体文字识别的特点及神经机制

Characteristics and neural mechanisms of handwritten character recognition

手写体文字与打印体文字的识别过程存在很大差异,与打印体文字相比,手写体文字的识别受文本材料的影响更大,具体包括文字的物理结构特性、文字特性、书写风格等。有关神经机制的研究发现,手写体文字识别加工所涉及的脑区与打印体文字有所区别,它既包含识别打印体文字的枕叶和外侧额顶叶,还涉及到手写体文字识别的文化特异性脑区,包括左后侧运动皮层,外侧前额叶和后侧顶叶皮层。手写体文字加工既涉及整体加工,也涉及特征加工,加工方式既有其特异性,又有与打印体文字的共同之处。未来研究应该进一步探究大脑在识别手写体文字时,怎样在嘈杂的视觉信息中提取目标词,并考虑手写体文字识别理论模型的构建,以便更好地解释手写体文字的识别过程。

There is a great difference between the recognition process of handwritten words and printed words. Compared with the printed words, the recognition of handwritten characters is more influenced by text material. The factors related to the text material include physical structural characteristics of the text, the character characteristics, and the writing style. Research on the neural mechanisms found that the brain regions under recognizing handwritten character is different from those under recognizing printed words. The activation brain area of recognizing handwritten words include the occipital lobe and lateral frontal and parietal lobes, which is the same as those of recognizing the printed words; and also include the left posterior motor cortex, the lateral prefrontal cortex and the posterior parietal cortex, which is different from those of recognizing the printed words. Handwritten word processing involves both holistic processing and feature processing. The future research should further explore around two aspects. The first is how the brain extracts the target words from the noisy visual information when we recognize the handwritten words. The second is to consider building a theoretical model of handwritten character recognition to explain the recognition process of the handwritten characters more efficiently.