BioInformation Processing A Primer on Computational Cognitive Science /

• Κύριος συγγραφέας: Peterson, James K. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Singapore : Springer Singapore : Imprint: Springer, 2016.
• Έκδοση: 1st ed. 2016.
• Σειρά: Cognitive Science and Technology,
• Θέματα: Engineering.; Artificial intelligence.; Computer graphics.; Neural networks (Computer science).; Physics.; Computational intelligence.; Computational Intelligence.; Theoretical, Mathematical and Computational Physics.; Mathematical Models of Cognitive Processes and Neural Networks.; Artificial Intelligence (incl. Robotics).; Computer Imaging, Vision, Pattern Recognition and Graphics.
• Φυσική περιγραφή: XXXV, 570 p. 165 illus. in color. online resource.
• ISBN: 9789812878717
• ISSN: 2195-3988

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.