Towards a Cortical Prosthesis: Implementing A Spike-Based HMAX Model of Visual Object Recognition in Silico
作者： Fopefolu Folowosele , R. Jacob Vogelstein , Ralph Etienne-Cummings
DOI: 10.1109/JETCAS.2012.2183409
关键词: Classifier (UML) 、 Computer vision 、 Visual cortex 、 Lookup table 、 Computer science 、 Neuromorphic engineering 、 Cognitive neuroscience of visual object recognition 、 Brain–computer interface 、 Pixel 、 Artificial intelligence 、 Retina
摘要: Object recognition and categorization are computationally difficult tasks that are performed effortlessly by humans. Attempts have been made to emulate the computations in different …
harvard.edu
sci-hub.se 参考文章(37)
R. Paz, F. Gomez-Rodriguez, M. A. Rodriguez, A. Linares-Barranco, G. Jimenez, A. Civit, Test Infrastructure for Address-Event-Representation Communications Computational Intelligence and Bioinspired Systems. pp. 518- 526 ,(2005) , 10.1007/11494669_64
G. Kreiman, M. Kouh, U. Knoblich, T. Poggio, T. Serre, C. Cadieu, A Theory of Object Recognition: Computations and Circuits in the Feedforward Path of the Ventral Stream in Primate Visual Cortex ,(2005)
Misha Mahowald, An Analog VLSI System for Stereoscopic Vision Kluwer Academic Publishers. ,(1994) , 10.1007/978-1-4615-2724-4
Thomas Serre, Gabriel Kreiman, Minjoon Kouh, Charles Cadieu, Ulf Knoblich, Tomaso Poggio, A quantitative theory of immediate visual recognition. Progress in Brain Research. ,vol. 165, pp. 33- 56 ,(2007) , 10.1016/S0079-6123(06)65004-8
Maximilian Riesenhuber, Tomaso Poggio, Models of object recognition. Nature Neuroscience. ,vol. 3, pp. 1199- 1204 ,(2000) , 10.1038/81479
Anitha Pasupathy, Charles E. Connor, Shape Representation in Area V4: Position-Specific Tuning for Boundary Conformation Journal of Neurophysiology. ,vol. 86, pp. 2505- 2519 ,(2001) , 10.1152/JN.2001.86.5.2505
Shih-Chii Liu, M. Oster, Feature competition in a spike-based winner-take-all VLSI network international symposium on circuits and systems. pp. 3634- 3637 ,(2006) , 10.1109/ISCAS.2006.1693414
R.J. Vogelstein, U. Mallik, G. Cauwenberghs, Silicon spike-based synaptic array and address-event transceiver international symposium on circuits and systems. ,vol. 5, pp. 385- 388 ,(2004) , 10.1109/ISCAS.2004.1329585
Leslie G Ungerleider, James V Haxby, 'What' and 'where' in the human brain. Current Opinion in Neurobiology. ,vol. 4, pp. 157- 165 ,(1994) , 10.1016/0959-4388(94)90066-3
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