- Arts & Humanities
- Online Resources
- Grove Art Online
- Grove Music Online
- Oxford Islamic Studies Online
- Oxford Scholarly Editions Online - Medieval Poetry
- View All
- Resources
- Close
- Dictionaries & Reference
-
- Geographical Reference
- Bilingual Dictionaries
- Encyclopedias
- English Dictionaries
- Language Reference
- Public Speaking Guides
- Quotations
- Thesauri
- Online Resources
- Resources
- Close
-
- Law
-
- Antitrust Law
- Arbitration
- Civil Law
- Comparative Law
- Constitutional & Administrative Law
- Construction Law
- Contract Law
- Corporate Law
- Criminal Law
- Employment & Labor Law
- Environment & Energy Law
- European Union Law
- Family Law
- Financial Law
- History of Law
- Human Rights & Immigration
- Intellectual Property Law
- International Law
- IT & Communications Law
- Jurisprudence & Philosophy of Law
- Law & Politics
- Law & Society
- Legal System & Practice
- Medical & Healthcare Law
- Philosophy of Law
- Policing
- Property Law
- Study & Revision
- Terrorism & National Security Law
- Tort Law
- Online Resources
- Investment Claims
- Oxford International Organizations
- Oxford Legal Research Library
- Oxford Reports on International Law
- View All
- Resources
- Close
-
- Medicine & Health
-
- Allied Health Professions
- Anesthesiology
- Clinical Medicine
- Clinical Neuroscience
- Critical Care
- Dentistry
- Emergency Medicine
- Family Practice
- Forensic Medicine
- Hematology
- History of Medicine
- Medical Dentistry
- Medical Ethics
- Medical Skills
- Online Resources
- ESC CardioMed
- Oxford Medicine Online
- Oxford Research Encyclopedias: Global Public Health
- Oxford Scholarship Online
- View All
- Resources
- Close
-
- Science & Mathematics
-
- Biological Sciences
- Chemistry
- Computer Science
- Computing
- Earth Sciences & Geography
- Engineering & Technology
- Environmental Science
- History of Science & Technology
- Materials Science
- Mathematics
- Neuroscience
- Physics
- Psychology
- Online Resources
- Oxford Clinical Psychology
- Oxford Research Encyclopedias: Physics
- Oxford Scholarship Online
- Very Short Introductions
- View All
- Resources
- Close
-
- Social Sciences
- Online Resources
- Encyclopedia of Social Work
- Oxford Handbooks Online: Political Science
- Oxford Scholarship Online
- Very Short Introductions
- View All
- Resources
- Close
Observed Brain Dynamics
Partha Mitra
Hemant Bokil
The biomedical sciences have recently undergone revolutionary change, due to the ability to digitize and store large data sets. In neuroscience, the data sources include measurements of neural activity measured using electrode arrays, EEG and MEG, brain imaging data from PET, fMRI, and optical imaging methods. Analysis, visualization, and management of these time series data sets is a growing field of research that has become increasingly important both for experimentalists and theorists interested in brain function. Written by investigators who have played an important role in developing the subject and in its pedagogical exposition, the current volume addresses the need for a textbook in this interdisciplinary area.
The book is written for a broad spectrum of readers ranging from physical scientists, mathematicians, and statisticians wishing to educate themselves about neuroscience, to biologists who would like to learn time series analysis methods in particular and refresh their mathematical and statistical knowledge in general, through self-pedagogy. It may also be used as a supplement for a quantitative course in neurobiology or as a textbook for instruction on neural signal processing.
The first part of the book contains a set of essays meant to provide conceptual background which are not technical and shall be generally accessible. Salient features include the adoption of an active perspective of the nervous system, an emphasis on function, and a brief survey of different theoretical accounts in neuroscience. The second part is the longest in the book, and contains a refresher course in mathematics and statistics leading up to time series analysis techniques. The third part contains applications of data analysis techniques to the range of data sources indicated above (also available as part of the Chronux data analysis platform from http://chronux.org), and the fourth part contains special topics.