Computational Neuroanatomy: Principles and Methods
In Computational Neuroanatomy: Principles and Methods, the path-breaking investigators who founded the field review the principles and key techniques available to begin the creation of anatomically accurate and complete models of the brain. Combining the vast, data-rich field of anatomy with the computational power of novel hardware, software, and computer graphics, these pioneering investigators lead the reader from the subcellular details of dendritic branching and firing to system-level assemblies and models. A companion CD-ROM includes software used in computational neuroanatomy, sample data files animations of the results reported in the book, high-resolution colour illustrations, and links to useful websites.
| Author: |
Giorgio A. Ascoli |
| ISBN: |
158829000X |
| Publisher: |
Humana Press |
| Binding: |
Hardcover |
| Year Published: |
Sept 2002 |
| No. of Pages: |
484 |
| Contents: |
Part I* Computing the Brain and the Computing Brain
Part II* Some Approaches to Quantitative Dendritic Morphology
* Generation and Description of Neuronal Morphology Using L-Neuron: A Case Study
* Optimal-Wiring Models of Neuroanatomy
* The Modeler's Workspace: Making Model-Based Studies of the Nervous System More Accessible
* The Relationship between Neuronal Shape and Neuronal Activity
* Practical Aspects in Anatomically Accurate Simulations of Neuronal Electrophysiology
Part III* Predicting Emergent Properties of Neuronal Ensembles Using a Database of Individual Neurons
* Computational Anatomical Analysis of the Basal Forebrain Corticopetal System
* Architecture of Sensory Map Transformations: Axonal Tracing in Combination with 3D Reconstruction, Geometric Modeling, and Quantitative Analyses
* Competition in Neuronal Morphogenesis and the Development of Nerve Connections
* Axonal Navigation through Voxel Substrates: A Strategy for Reconstructing Brain Circuitry
* Principle and Applications of Diffusion Tensor Imaging: A New MRI Technique for Neuroanatomical Studies
Part IV* Computational Methods for the Analysis of Brain Connectivity
* Development of Columnar Structures in Visual Cortex
* Multi-level Neuron and Network Modeling in Computational Neuroanatomy
* Quantitative Neurotoxicity
* How the Brain Develops and How it Functions: Application of Neuroanatomical Data of the Developing Human Cerebral Cortex to Computational Models
* Towards Virtual Brains |
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