Books and e-books

The following list of magnificent books is non-exhaustive and intends to point to (maybe) less known titles which nevertheless reveal specific non-standard or even provoking aspects in neuroscience. The ordering into the sections is not strict but just represents a rough classification.

Single neurons

Sonja Gruen and Stephan Rotter (Eds.), Analysis of Parallel Spike Trains, Springer (2010)
Alain Destexhe and Michelle Rudolph-Lilith, Neural Noise, Springer (2012)
Nathan W. Schultheiss, Astrid Prinz and Robert J. Butera (Eds.), Phase response curves in Neuroscience, Springer (2012)
Erik De Schutter (Ed.), Computational Modeling Methods for Neuroscientists, MIT Press (2009)
Henry Tuckwell, Introduction to Theoretical Neurobiology, Vol.2: Nonlinear and Stochastic Theories, Cambridge University Press (2005)
David Sterratt, Bruce Graham, Andrew Gillies and David Willshaw, Principles of Computational Modelling in Neuroscience, Cambridge University Press (2011)

Neural populations

V. Cutsuridis, B. Graham, S. Cobb and I. Vida (Eds.), Hippocampal Microcircuits, Springer (2010)
D. Alistair Steyn-Ross and Moira Steyn-Ross (Eds.), Phase Transitions in the Brain, Springer (2010)
Walter J. Freeman, Neurodynamics: An Exploration in Mesoscopic Brain Dynamics, Springer (2006), free download here

System level

J. Leo Van Hemmen and Terry J. Sejnowski, 23 Problems in Systems Neuroscience, Oxford University Press (2005)
Axel Hutt (Ed.), Sleep and Anesthesia, Springer (2011)
Paul L. Nunez and R. Srinivasan, Electric Fields of the Brain: The Neurophysics of EEG, Oxford University Press (2006)
B. Gutkin and Serge H. Ahmed (Eds.), Computational Neuroscience of Drug Addiction, Springer (2012)