Peterson, James K.
BioInformation Processing
Part I. Introductory Matter
1. BioInformation Processing
James K. Peterson
Part II. Diffusion Models
2. The Diffusion Equation
James K. Peterson
3. Integral Transforms
James K. Peterson
4. The Time Dependent Cable Solution
James K. Peterson
Part III. Neural Systems
5. Mammalian Neural Structure
James K. Peterson
6. Abstracting Principles of Computation
James K. Peterson
7. Second Messenger Diffusion Pathways
James K. Peterson
8. Second Messenger Models
James K. Peterson
9. The Abstract Neuron Model
James K. Peterson
Part IV. Models of Emotion and Cognition
10. Emotional Models
James K. Peterson
11. Generation of Music Data: J. Peterson and L. Dzuris
James K. Peterson
12. Generation of Painting Data: J. Peterson, L. Dzuris and Q. Peterson
James K. Peterson
13. Modeling Compositional Design
James K. Peterson
14. Networks of Excitable Neurons
James K. Peterson
15. Training the Model
James K. Peterson
Part V. Simple Abstract Neurons
16. Matrix Feed Forward Networks
James K. Peterson
17. Chained Feed Forward Architectures
James K. Peterson
Part VI. Graph Based Modeling In Matlab
18. Graph Models
James K. Peterson
19. Address Based Graphs
James K. Peterson
20. Building Brain Models
James K. Peterson
Part VII. Models of Cognition Dysfunction
21. Models of Cognitive Dysfunction
James K. Peterson
Part VIII. Conclusions
22. Conclusions
James K. Peterson
Part IX. Background Reading
23. Background Reading
James K. Peterson
Nyckelord: 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
- Författare
- Peterson, James K.
- Utgivare
- Springer
- Utgivningsår
- 2016
- Språk
- en
- Utgåva
- 1st ed. 2016
- Serie
- Cognitive Science and Technology
- Sidantal
- 35 sidor
- Kategori
- Teknologi, energi, trafik
- Format
- E-bok
- eISBN (PDF)
- 9789812878717
- Tryckt ISBN
- 978-981-287-869-4