Python in Neuroscience

• Superior document: Frontiers Research Topics
• Author: Gewaltig, Marc-Oliver; Muller, Eilif; Davison, Andrew P.; Hines, Michael L.; Bednar, James A.; Diesmann, Markus
• Year of Publication: 2015
• Language: English
• Series: Frontiers Research Topics
• Physical Description: 1 electronic resource (273 p.)

Python is rapidly becoming the de facto standard language for systems integration. Python has a large user and developer-base external to theneuroscience community, and a vast module library that facilitates rapid and maintainable development of complex and intricate systems. In this Research Topic, we highlight recent efforts to develop Python modules for the domain of neuroscience software and neuroinformatics: - simulators and simulator interfaces - data collection and analysis - sharing, re-use, storage and databasing of models and data - stimulus generation - parameter search and optimization - visualization - VLSI hardware interfacing. Moreover, we seek to provide a representative overview of existing mature Python modules for neuroscience and neuroinformatics, to demonstrate a critical mass and show that Python is an appropriate choice of interpreter interface for future neuroscience software development.