Multiscale models of brain disorders
著者
書誌事項
Multiscale models of brain disorders
（Springer series in cognitive and neural systems, v.13）
Springer, c2019
大学図書館所蔵 全3件
注記
Includes bibliographical references and index
内容説明・目次
内容説明
This book focuses on our current understanding of brain dynamics in various brain disorders (e.g. epilepsy, Alzheimer's and Parkinson's disease) and how the multi-scale, multi-level tools of computational neuroscience can enhance this understanding.
In recent years, there have been significant advances in the study of the dynamics of the disordered brain at both the microscopic and the macroscopic levels. This understanding can be furthered by the application of multi-scale computational models as integrative principles that may link single neuron dynamics and the dynamics of local and distant brain regions observed using human EEG, ERPs, MEG, LFPs and fMRI.
Focusing on the computational models that are used to study movement, memory and cognitive disorders as well as epilepsy and consciousness related diseases, the book brings together physiologists and anatomists investigating cortical circuits; cognitive neuroscientists studying brain dynamics and behavior by means of EEG and functional magnetic resonance imaging (fMRI); and computational neuroscientists using neural modeling techniques to explore local and large-scale disordered brain dynamics.
Covering topics that have a significant impact on the field of medicine, neuroscience and computer science, the book appeals to a diverse group of investigators.
目次
Part I Movement Disorders
A neuro-computational model of Pallidal vs. Subthalamic Deep Brain Stimulation Effect on synchronization at Tremor frequency in Parkinson's disease
Alekhya Mandali, Srinivasa Chakravarthy V, Ahmed A. Moustafa
Dynamics of Basal Ganglia and Thalamus in Parkinsonian Tremor
Jan Moren, Jun Igarashi, Osamu Shouno, Junichiro Yoshimoto, and Kenji Doya
A neural mass model for abnormal beta-rebound in schizophrenia
Aine Byrne, Stephen Coombes, and Peter F Liddle
Basal ganglio-thalamo-cortico-spino-muscular model of Parkinson's disease bradykinesia
Vassilis Cutsuridis
Network Models of the Basal Ganglia in Parkinson's Disease: Advances in Deep Brain Stimulation through Model-Based Optimization Karthik Kumaravelu1, Warren M. Grill
Neural synchronization in Parkinson's disease on different time-scales
Sungwoo Ahn, Choongseok Park, Leonid L. Rubchinsky
Obsessive compulsive tendencies and action sequence complexity: An Information Theory Analysis
Mustafa Zeki, Fuat Balci, Tutku OEztel, Ahmed A. Moustafa
Part II Cognitive Disorders
Cortical disinhibition, attractor dynamics and belief updating in schizophrenia
Rick A Adams
Modelling cognitive processing of healthy controls and obsessive compulsive disorder subjects in the antisaccade task
Vassilis Cutsuridis
Simulating cognitive deficits in Parkinson's disease
Sebastien Helie and Zahra Sajedinia
Attentional deficits in Alzheimer's disease: investigating the role of acetylcholine with computational modelling
Eirini Mavritsaki, Howard Bowman, Li Su
A computational hypothesis on how serotonin regulates catecholamines in the pathogenesis of depressive apathy
Massimo Silvetti, Gianluca Baldassarre, Daniele Caligiore
Autism Spectrum Disorder and deep attractors in neurodynamics.
Wlodzislaw Duch
Part III Memory Disorders
Alzheimer's disease: rhythms, local circuits and model-experiment interactions
Frances K Skinner, Alexandra Chatzikalymniou
Using A Neurocomputational Autobiographical Memory Model to Study Memory Loss
Di Wang, Ahmed A. Moustafa, Ah-Hwee Tan, Chunyan Miao
Part IV Epilepsy and Consciousness Related Disorders
How can computer modeling help understanding the dynamics of absence epilepsy?
Piotr Suffczynski, Stiliyan Kalitzin, Fernando H. Lopes da Silva
Data-driven modeling of normal and pathological oscillations in the hippocampus
Ivan Raikov, Ivan Soltesz
Shaping brain rhythms: dynamic and control-theoretic perspectives on periodic brain stimulation for treatment of neurological disorders
John D. Griffiths, Jeremie Lefebvre
Brain connectivity reduction reflects disturbed self-organisation of the brain: Neural disorders and General Anesthesia
Axel Hutt
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