Computational Modelling of the Brain
portes grátis
Computational Modelling of the Brain
Modelling Approaches to Cells, Circuits and Networks
Linaro, Daniele; Negrello, Mario; Giugliano, Michele
Springer Nature Switzerland AG
04/2022
359
Dura
Inglês
9783030894382
15 a 20 dias
896
Descrição não disponível.
PART I. Cellular Scale.- Chapter 1. Modelling Neurons in 3D at the Nanoscale.- Chapter 2. Modelling Dendrites and Spatially-Distributed Neuronal Membrane Properties.- Chapter 3. A User's Guide to Generalized Integrate-and-Fire Models.- Chapter 4. Neuron-glia Interactions and Brain Circuits.- Chapter 5. Short-term Synaptic Plasticity: Microscopic Modelling and (some) Computational Implications.- PART II. Molecular Scale.- Chapter 6. The Mean Field Approach for Populations of Spiking Neurons.- Chapter 7. Multidimensional Dynamical Systems with Noise.- Chapter 8. Computing Extracellular Electric Potentials from Neuronal Simulations.- Chapter 9. Bringing Anatomical Information into Neuronal Network Models.- PART III. Network Scale.- Chapter 10. Computational Concepts for Reconstructing and Simulating Brain Tissue.- Chapter 11. Reconstruction of the Hippocampus.- Chapter 12. Challenges for Place and Grid Cell Models.- Chapter 13. Whole-Brain Modelling: Past, Present, and Future.
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Computational Neuroscience;Ion Channels;Mathematical Models;Neurons;Simulation;Spiking Neural Networks
PART I. Cellular Scale.- Chapter 1. Modelling Neurons in 3D at the Nanoscale.- Chapter 2. Modelling Dendrites and Spatially-Distributed Neuronal Membrane Properties.- Chapter 3. A User's Guide to Generalized Integrate-and-Fire Models.- Chapter 4. Neuron-glia Interactions and Brain Circuits.- Chapter 5. Short-term Synaptic Plasticity: Microscopic Modelling and (some) Computational Implications.- PART II. Molecular Scale.- Chapter 6. The Mean Field Approach for Populations of Spiking Neurons.- Chapter 7. Multidimensional Dynamical Systems with Noise.- Chapter 8. Computing Extracellular Electric Potentials from Neuronal Simulations.- Chapter 9. Bringing Anatomical Information into Neuronal Network Models.- PART III. Network Scale.- Chapter 10. Computational Concepts for Reconstructing and Simulating Brain Tissue.- Chapter 11. Reconstruction of the Hippocampus.- Chapter 12. Challenges for Place and Grid Cell Models.- Chapter 13. Whole-Brain Modelling: Past, Present, and Future.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
