Analyzing neural time series data : theory and practice

• Tác giả: Mike X Cohen
• ISBN-10: 0262319551
• ISBN-10: 1306403286
• ISBN-13: 978-0262319553
• ISBN-13: 978-1306403283
• Ký hiệu phân loại: 612.82339 Nervous system Sensory functions
• Mô tả vật lý: 1 online resource (xviii, 578 pages, 16 unnumbered pages of plates) : , illustrations.
• Bộ sưu tập: NCBI
• ID: 251909
• Chủ đề: 1. Artificial intelligence--Biological applications; 2. Computational neuroscience; 3. Neural networks (Computer science); 4. Neural networks (Neurobiology)

Tóm tắt

"This book offers a comprehensive guide to the theory and practice of analyzing electrical brain signals. It explains the conceptual, mathematical, and implementational (via Matlab programming) aspects of time-, time-frequency- and synchronization-based analyses of magnetoencephalography (MEG), electroencephalography (EEG), and local field potential (LFP) recordings from humans and nonhuman animals. It is the only book on the topic that covers both the theoretical background and the implementation in language that can be understood by readers without extensive formal training in mathematics, including cognitive scientists, neuroscientists, and psychologists."-- Publisher's Web site.