GPU implementation of neural networks, Pattern Recognit, vol.37, p.13, 2004. ,
Neural networks on programmable graphics hardware, 2004. ,
, , 2006.
A configurable simulation environment for the efficient simulation of large-scale spiking neural networks on graphics processors, Neural Networks, vol.22, pp.791-800, 2009. ,
Accelerated simulation of spiking neural networks using GPUs, The 2010 International Joint Conference on Neural Networks (IJCNN), pp.1-8, 2010. ,
CNS: a GPU-based framework for simulating cortically-organized networks, Comput. Sci. Artif. Intell. Lab. Tech. Rep, 2010. ,
A novel CPU/GPU simulation environment for large-scale biologically realistic neural modeling, Front. Neuroinformatics, vol.7, 2013. ,
Nengo: a Python tool for building large-scale functional brain models, Front. Neuroinformatics, vol.7, 2014. ,
GeNN: A code generation framework for accelerated brain simulations, Sci. Rep, vol.6, 2016. ,
Code Generation: A Strategy for Neural Network Simulators, Neuroinformatics, vol.8, pp.183-196, 2010. ,
Code Generation in Computational Neuroscience: A Review of Tools and Techniques, Front. Neuroinformatics, vol.12, 2018. ,
URL : https://hal.archives-ouvertes.fr/hal-01996352
GPUs outperform current HPC and neuromorphic solutions in terms of speed and energy when simulating a highly-connected cortical model, Front. Neurosci, vol.12, 2018. ,
Flexible simulation of neuronal network models on graphics processing units: an efficient code generation approach based on Brian, Bernstein Conference, 2018. ,
ANNarchy: a code generation approach to neural simulations on parallel hardware, Front. Neuroinformatics, vol.9, 2015. ,
Brian: a simulator for spiking neural networks in python, Front. Neuroinformatics, vol.2, 2008. ,
The Brian simulator, Front. Neurosci, vol.3, pp.192-197, 2009. ,
URL : https://hal.archives-ouvertes.fr/hal-02325277
, , vol.8, p.10883, 2013.
Brian 2, an intuitive and efficient neural simulator. eLife 8, e47314, 2019. ,
URL : https://hal.archives-ouvertes.fr/hal-02325389
Equation-oriented specification of neural models for simulations, Front. Neuroinformatics, vol.8, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-01686592
Simulation of networks of spiking neurons: A review of tools and strategies, J. Comput. Neurosci, vol.23, pp.349-398, 2007. ,
URL : https://hal.archives-ouvertes.fr/hal-00180662
, Neural Networks of the Hippocampus, 1991.
Self-organization in the olfactory system: Rapid odor recognition in insects, Biol Cybern, vol.93, pp.436-446, 2005. ,
Performance Comparison of the Digital Neuromorphic Hardware SpiNNaker and the Neural Network Simulation Software NEST for a Full-Scale Cortical Microcircuit Model, Front. Neurosci, vol.12, p.291, 2018. ,
Simulating spiking neural networks on GPU, vol.23, p.730170, 2012. ,
, , 2018.
, , 2018.
, , 2018.