Bioinformation Processing: A Primer on Computational Cognitive Science (Cognitive Science and Technology)
暫譯: 生物資訊處理:計算認知科學入門(認知科學與技術)
James K Peterson
- 出版商: Springer
- 出版日期: 2018-12-11
- 售價: $6,930
- 貴賓價: 9.5 折 $6,584
- 語言: 英文
- 頁數: 608
- 裝訂: Paperback
- ISBN: 9811357188
- ISBN-13: 9789811357183
-
相關分類:
生物資訊 Bioinformatics
海外代購書籍(需單獨結帳)
相關主題
商品描述
This book shows how mathematics, computer science and science can be usefully and seamlessly intertwined. It begins with a general model of cognitive processes in a network of computational nodes, such as neurons, using a variety of tools from mathematics, computational science and neurobiology. It then moves on to solve the diffusion model from a low-level random walk point of view. It also demonstrates how this idea can be used in a new approach to solving the cable equation, in order to better understand the neural computation approximations. It introduces specialized data for emotional content, which allows a brain model to be built using MatLab tools, and also highlights a simple model of cognitive dysfunction.
商品描述(中文翻譯)
這本書展示了數學、計算機科學和科學如何有用且無縫地交織在一起。它首先以計算節點(如神經元)網絡中的認知過程的一般模型開始,使用數學、計算科學和神經生物學的各種工具。接著,它從低階隨機漫步的角度解決擴散模型。它還展示了如何將這一思想應用於解決電纜方程的新方法,以便更好地理解神經計算的近似。書中介紹了情感內容的專門數據,這使得可以使用 MatLab 工具構建大腦模型,並且還突出了認知功能障礙的簡單模型。