BioInformation processing : a primer on computational cognitive science /: a primer on computational cognitive science. (2016)

• Record Type: Book
• Further Information: Note: James K. Peterson.
• Authors: Peterson, James K (James Kent)
• Contents: Part I: Introductory matter -- BioInformation processing -- Part II: Diffusion models -- The diffusion equation -- Integral transforms -- The time dependent cable solution -- Part III: Neural systems -- Mammalian neural structure -- Abstracting principles of computation -- Second messenger diffusion pathways -- Second messenger models -- The abstract neuron model -- Part IV: Models of emotion and cognition -- Emotional models -- Generation of music data: J. Peterson and L. Dzuris -- Generation of painting data: J. Peterson, L. Dzuris and Q. Peterson -- Modeling compositional design -- Networks of excitable neurons -- Training the model -- Part V: Simple abstract neurons -- Matrix feed forward networks -- Chained feed forward architectures -- Part VI: Graph based modeling in Matlab -- Graph models -- Address based graphs -- Building brain models -- Part VII: Models of cognition dysfunction -- Models of cognitive dysfunction -- Part VIII: Conclusions -- Conclusions -- Part IX: Background reading -- Background reading.
• Publisher Details: Singapore : Springer
• Publication Date: 2016
• Extent: 1 online resource (xxxv, 570 pages), color illustrations
• Subjects: 570.285; Bioinformatics; Computational neuroscience; NATURE -- Reference; SCIENCE -- Life Sciences -- Biology; SCIENCE -- Life Sciences -- General; Bioinformatics; Computational neuroscience; Engineering; 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; Computational Biology; Electronic books
• Languages: English
• ISBNs: 9789812878717; 9812878718; 9812878696; 9789812878694
• Related ISBNs: 9789812878694
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (SpringerLink, viewed February 18, 2016).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.