A Just-In-Time Compilation Approach for Neural Dynamics Simulation

[1]  Jaime Fern'andez del R'io,et al.  Array programming with NumPy , 2020, Nature.

[2]  Nicholas Cain,et al.  Brain Modeling ToolKit: An open source software suite for multiscale modeling of brain circuits , 2020, bioRxiv.

[3]  S. Shreve,et al.  Stochastic differential equations , 1955, Mathematical Proceedings of the Cambridge Philosophical Society.

[4]  Bernhard Rumpe,et al.  Code Generation in Computational Neuroscience: A Review of Tools and Techniques , 2018, Front. Neuroinform..

[5]  Vikram K. Narayana,et al.  Software for Brain Network Simulations: A Comparative Study , 2017, Front. Neuroinform..

[6]  Thomas Nowotny,et al.  GeNN: a code generation framework for accelerated brain simulations , 2016, Scientific Reports.

[7]  Siu Kwan Lam,et al.  Numba: a LLVM-based Python JIT compiler , 2015, LLVM '15.

[8]  Julien Vitay,et al.  ANNarchy: a code generation approach to neural simulations on parallel hardware , 2015, Front. Neuroinform..

[9]  Robert C. Cannon,et al.  LEMS: a language for expressing complex biological models in concise and hierarchical form and its use in underpinning NeuroML 2 , 2014, Front. Neuroinform..

[10]  Romain Brette,et al.  Equation-oriented specification of neural models for simulations , 2013, Front. Neuroinform..

[11]  R. Xu,et al.  Motor coordination deficits in Alpk1 mutant mice with the inserted piggyBac transposon , 2011, BMC Neuroscience.

[12]  Michael L. Hines,et al.  NeuroML: A Language for Describing Data Driven Models of Neurons and Networks with a High Degree of Biological Detail , 2010, PLoS Comput. Biol..

[13]  Marc-Oliver Gewaltig,et al.  NEST (NEural Simulation Tool) , 2007, Scholarpedia.

[14]  Nicholas T. Carnevale,et al.  Simulation of networks of spiking neurons: A review of tools and strategies , 2006, Journal of Computational Neuroscience.

[15]  J. Bower,et al.  The Book of GENESIS , 1998, Springer New York.