Encyclopedia of Computational Neuroscience
Editat de Dieter Jäger, Ranu Jungen Limba Engleză Hardback – 26 apr 2022
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Specificații
ISBN-13: 9781071610046
ISBN-10: 107161004X
Pagini: 3663
Ilustrații: LVII, 3663 p. 318 illus., 232 illus. in color. In 6 volumes, not available separately.
Dimensiuni: 178 x 254 mm
Greutate: 8.62 kg
Ediția:2nd ed. 2022
Editura: Springer
Colecția Springer
Locul publicării:New York, NY, United States
ISBN-10: 107161004X
Pagini: 3663
Ilustrații: LVII, 3663 p. 318 illus., 232 illus. in color. In 6 volumes, not available separately.
Dimensiuni: 178 x 254 mm
Greutate: 8.62 kg
Ediția:2nd ed. 2022
Editura: Springer
Colecția Springer
Locul publicării:New York, NY, United States
Cuprins
Astrocyte Models.- Auditory Sensing Systems.- Basal Ganglia.- Bayesian Approaches in Computational Neuroscience.- Biochemical Signaling Pathways and Diffusion.- Brain Imaging.- Brain Machine Interface.- Cable Theory.- Cerebellum.- Compartmental Modeling.- Computational Neuroanatomy.- Cortex.- Databases in Computational Neuroscience.- Decision Making.- Deep Brain Stimulation (Models, Theory, Techniques).- Dynamical Systems.- Dynamics of Disease States.- Gamma and Theta Oscillations, Hippocampus.- Information Theory.- Invertebrate Pattern Generation.- Invertebrate Sensory Systems.- Ion Channel Types and Modeling.- Learning Rules.- LFP Analysis.- Low Frequency Oscillations (Anesthesia and Sleep).- Model Reproducibility.- Modeling of Disease - Molecular Level.- Modeling Software Tools.- Motoneurons and Neuromuscular Systems.- Multistability in Neurodynamics.- Neural Population Models and Cortical Field Theory.- Neuromodulation.- Neuromorphic Engineering.- Neuronal Model Optimization.- Olfaction.- Peripheral Nerve Interfaces.- Phase Response Curves.- Retinal/Visual Interfaces (Models, Theory, Techniques).- Somatosensory System.- Spectral Methods in Neural Data Analysis.- Spike Train Analysis.- Spinal and Neuromechanical Integration.- Spinal Interfaces.- Synaptic Dynamics.- Vertebrate Pattern Generation.- .- Vestibular System.- Visual System.
Notă biografică
Dr. Dieter Jaeger is a professor in the Department of Biology at Emory University in Atlanta, Georgia. His research examines how basal ganglia impact decision-making and motor control in thalamo-cortical networks through modeling and systems physiological approaches.
Dr. Ranu Jung is Distinguished Professor of Biomedical Engineering and inaugural executive director of the Institute for Integrative and Innovative Research at the University of Arkansas, Fayetteville, Arkansas, where her research concerns neural engineering and computational neuroscience.
Caracteristici
Describes mathematical and computational techniques to complement experimental neurophysiology Supports all those seeking a quantitative understanding of neural system function Explores 50 subject areas related to neuroscience and computation Is cross-linked with other major reference works including the Encyclopedia of Neuroscience