HFirst: A Temporal Approach to Object Recognition
作者： Garrick Orchard , Cedric Meyer , Ralph Etienne-Cummings , Christoph Posch , Nitish Thakor
DOI: 10.1109/TPAMI.2015.2392947
关键词:
摘要: This paper introduces a spiking hierarchical model for object recognition which utilizes the precise timing information inherently present in the output of biologically inspired …
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T. J. Gawne, T. W. Kjaer, B. J. Richmond, LATENCY : ANOTHER POTENTIAL CODE FOR FEATURE BINDING IN STRIATE CORTEX Journal of Neurophysiology. ,vol. 76, pp. 1356- 1360 ,(1996) , 10.1152/JN.1996.76.2.1356
Chris Eliasmith, C. H. Anderson, Neural engineering : computation, representation, and dynamics in neurobiological systems MIT Press. ,(2003)
Timothy Masters, Practical neural network recipes in C ,(1993)
Tomaso Poggio, Thomas Serre, Learning a dictionary of shape-components in visual cortex: comparison with neurons, humans and machines Massachusetts Institute of Technology. ,(2006)
Christopher M. Bishop, Neural networks for pattern recognition ,(1995)
Misha Mahowald, An Analog VLSI System for Stereoscopic Vision Kluwer Academic Publishers. ,(1994) , 10.1007/978-1-4615-2724-4
J. A. Perez-Carrasco, Bo Zhao, C. Serrano, B. Acha, T. Serrano-Gotarredona, Shouchun Chen, B. Linares-Barranco, Mapping from Frame-Driven to Frame-Free Event-Driven Vision Systems by Low-Rate Rate Coding and Coincidence Processing--Application to Feedforward ConvNets IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 35, pp. 2706- 2719 ,(2013) , 10.1109/TPAMI.2013.71
Johannes Schemmel, Andreas Grubl, Stephan Hartmann, Alexander Kononov, Christian Mayr, Karlheinz Meier, Sebastian Millner, Johannes Partzsch, Stefan Schiefer, Stefan Scholze, Rene Schuffny, Marc-Olivier Schwartz, Live demonstration: A scaled-down version of the BrainScaleS wafer-scale neuromorphic system 2012 IEEE International Symposium on Circuits and Systems. pp. 702- 702 ,(2012) , 10.1109/ISCAS.2012.6272131
Clement Farabet, Berin Martini, Polina Akselrod, Selcuk Talay, Yann LeCun, Eugenio Culurciello, Hardware accelerated convolutional neural networks for synthetic vision systems international symposium on circuits and systems. pp. 257- 260 ,(2010) , 10.1109/ISCAS.2010.5537908
E. Culurciello, R. Etienne-Cummings, K.A. Boahen, A biomorphic digital image sensor IEEE Journal of Solid-state Circuits. ,vol. 38, pp. 281- 294 ,(2003) , 10.1109/JSSC.2002.807412