I. Electrical and Magnetic Fields

Electromagnetic Field Definitions, courtesy of HPPLC at Indiana University.

Gordon AM, Woodbury JW. Chapter 2 Appendix. In: Ruch TC, Patton HD (eds.), Physiology and Biophysics. W.B. Saunders, Philadelphia, pp. 58-72 (1965).

Koester J, Siegelbaum SA. Local Signaling: Passive Electrical Properties of the Neuron. In: Kandel ER, Schwartz JH, Jessell TM (eds.), Principles of Neural Science, Fourth Edition. McGraw-Hill, New York, pp. 140-149 (2000).

Malmivuo J, Plonsey R. Bioelectromagnetism: Principles and Applications of Bioelectric and Biomagnetic Fields. Oxford University Press, New York (1995).

Plonsey R, Fleming DG. Volume-conductor Fields. In: Bioelectric Phenomena. McGraw-Hill, New York, pp. 202-275 (1969).

Woodbury JW. Potentials in a Volume Conductor. In: Ruch TC, Patton HD (eds.), Physiology and Biophysics. W.B. Saunders, Philadelphia, pp. 85-91 (1965).

II. Genesis of the EEG

Elul R. The Genesis of the EEG. International Review of Neurobiology, 15:227-272 (1972).

Freeman WJ. Mass Action in the Nervous System. Academic Press, New York (1975).

4.1.4 Potential Fields of Axons

Gloor P. Neuronal Generators and the Problem of Localization in Electroencephalography: Application of Volume Conductor Theory to Electroencephalography. Journal of Clinical Neurophysiology, 2(4):327-354 (1985).

Lopes da Silva F, Van Rotterdam A. Biophysical Aspects of EEG and MEG Generation. In: Niedermeyer E, Lopes da Silva F (eds.), Electroencephalography: Basic Principles, Clinical Applications and Related Fields. Urban & Schwarzenberg, Baltimore-Munich, pp. 15-26 (1982).

Mitzdorf U. Current Source-Density Method and Application in Cat Cerebral Cortex: Investigation of Evoked Potentials and EEG Phenomena. Physiological Reviews, 65(1):37- 100 (1985).

Speckmann E-J, Elger CE. Neurophysiological Basis of the EEG and of DC Potentials. In: Niedermeyer E, Lopes da Silva FH (eds.) Electroencephalography: Basic Principles, Clinical Applications and Related Fields. Urban & Schwarzenberg, Baltimore-Munich, pp. 1-13 (1982).

III. Temporal Characteristics of the EEG

Basar E. EEG-Brain Dynamics: Relation Between EEG and Brain Evoked Potentials. Elsevier North-Holland Biomedical Press, Amsterdam (1980).

Niedermeyer E. The Normal EEG of the Waking Adult. In: Niedermeyer E, Lopes da Silva FH (eds.), Electroencephalography: Basic Principles, Clinical Applications and Related Fields. Lippincott Williams & Wilkins, Baltimore, pp. 149-173 (1999).

Regan D. Human Brain Electrophysiology (1989).

Rockstroh B, Elbert T, Canavan A, Lutzenberger W, Birbaumer N. Slow Cortical Potentials and Behavior (1989).

IV. Functional Meaning of the EEG

Pfurtscheller G, Lopes da Silva FH. Functional Meaning of Event-Related Desynchronization (ERD) and Synchronization (ERS). In: Pfurtscheller G, Lopes da Silva FH (eds.) Event-Related Desynchronization, Volume 6. Handbook of Electroencephalography and Clinical Neurophysiology, Revised Series. Elsevier, Amsterdam (1999).

V. Data Acquisition

Cooper R, Osselton JW, Shaw JC. EEG Technology (1980).

Glaser EM, Ruchkin DS. Principles of Neurobiological Signal Analysis (1976).

Analog-To-Digital Conversion

VI. Time Series and Random Processes

Brockwell PJ, Davis, RA. Introduction to Time Series and Forecasting (2002).

Chapter 1: Introduction

Chatfield, C. The Analysis of Time Series: An Introduction (2004).

Gardner WA. Introduction to Random Processes (1985).

Glaser EM, Ruchkin DS. Principles of Neurobiological Signal Analysis (1976).

Biological Time Series

Matousek M. (ed.) Frequency and Correlation Analysis, Part A. In: Brazier MAB, Walter DO (eds.), Evaluation of Bioelectrical Data from Brain, Nerve, and Muscle, II, Volume 5. In: Remond A (ed.) Handbook of Electroencephalography and Clinical Neurophysiology. Elsevier, Amsterdam (1973).

Section II.C. Random Processes (G. Dumermuth).

Otnes RK, Enochson L. Applied Time Series Analysis. Volume I: Basic Techniques (1978).

Van Etten WC. Introduction to Random Signals and Noise. Wiley, New York (2005).

Chapter 1: Introduction

VII. EEG Analysis

Gevins A, Remond A (eds). Methods of Analysis of Brain Electrical and Magnetic Signals, Handbook of Electroencephalography and Clinical Neurophysiology, Vol. 1 (1987).

Section I. Review of Various Methods of EEG Analysis (M. Matousek)

VIII. Signal Estimation

Glaser EM, Ruchkin DS. Principles of Neurobiological Signal Analysis (1976).

Evoked Potentials: Averaging

IX. Correlation Analysis

Section V. Autocorrelation and Crosscorrelation Analysis (J.S. Barlow)

X. Spectral Analysis

Blackman RB, Tukey JW. The Measurements of Power Spectra (1959).

Bloomfield P. Fourier Analysis of Time Series: An Introduction (2000).

Complex2Real Tutorials.

Fourier Analysis Made Easy - Part 1

Fourier Analysis Made Easy - Part 2