Optimized Simulation Framework for Spiking Neural Networks using GPU's

作者: R. MIRSU , S. MICUT , C. CALEANU , D. B. MIRSU

DOI: 10.4316/AECE.2012.02011

关键词: Spiking neural networkMachine learningArtificial intelligenceComputer science

摘要:

参考文章(8)
Eugene M. Izhikevich, Resonate-and-fire neurons. Neural Networks. ,vol. 14, pp. 883- 894 ,(2001) , 10.1016/S0893-6080(01)00078-8
Olugbenga Ayinde, Yee-Hong Yang, Face recognition approach based on rank correlation of Gabor-filtered images Pattern Recognition. ,vol. 35, pp. 1275- 1289 ,(2002) , 10.1016/S0031-3203(01)00120-0
Mohammad A Bhuiyan, Vivek K Pallipuram, Melissa C Smith, Tarek Taha, Rommel Jalasutram, Acceleration of spiking neural networks in emerging multi-core and GPU architectures ieee international symposium on parallel distributed processing workshops and phd forum. pp. 1- 8 ,(2010) , 10.1109/IPDPSW.2010.5470899
Wolfgang Maass, Thomas Natschläger, Henry Markram, Real-time computing without stable states: a new framework for neural computation based on perturbations Neural Computation. ,vol. 14, pp. 2531- 2560 ,(2002) , 10.1162/089976602760407955
E.M. Izhikevich, Which model to use for cortical spiking neurons IEEE Transactions on Neural Networks. ,vol. 15, pp. 1063- 1070 ,(2004) , 10.1109/TNN.2004.832719
E.M. Izhikevich, Simple model of spiking neurons IEEE Transactions on Neural Networks. ,vol. 14, pp. 1569- 1572 ,(2003) , 10.1109/TNN.2003.820440
Radu Mirsu, Virgil Tiponut, Parallel model for Spiking Neural Networks using MATLAB international symposium on electronics and telecommunications. pp. 369- 372 ,(2010) , 10.1109/ISETC.2010.5679345