Retinomorphic event-based vision sensors: Bioinspired cameras with spiking output

作者: Christoph Posch , Teresa Serrano-Gotarredona , Bernabe Linares-Barranco , Tobi Delbruck

DOI: 10.1109/JPROC.2014.2346153

关键词:

摘要: … This paper focused on retinomorphic vision sensor designs. There are many areas of possible improvement and innovation in the design of silicon retinas and the processing of their …

参考文章(56)
T. Delbruck, C.A. Mead, Adaptive photoreceptor with wide dynamic range international symposium on circuits and systems. ,vol. 4, pp. 339- 342 ,(1994) , 10.1109/ISCAS.1994.409266
Giacomo Indiveri, Synaptic Plasticity and Spike-based Computation in VLSI Networks of Integrate-and-Fire Neurons international conference on neural information processing. ,vol. 11, pp. 135- 146 ,(2007) , 10.5167/UZH-93194
Misha Mahowald, An Analog VLSI System for Stereoscopic Vision Kluwer Academic Publishers. ,(1994) , 10.1007/978-1-4615-2724-4
Kwabena Boahen, A Retinomorphic Chip with Parallel Pathways: Encoding INCREASING, ON, DECREASING, and OFF Visual Signals Analog Integrated Circuits and Signal Processing. ,vol. 30, pp. 121- 135 ,(2002) , 10.1023/A:1013751627357
David K. Warland, Pamela Reinagel, Markus Meister, Decoding Visual Information From a Population of Retinal Ganglion Cells Journal of Neurophysiology. ,vol. 78, pp. 2336- 2350 ,(1997) , 10.1152/JN.1997.78.5.2336
Qiang Luo, J.G. Harris, A time-based CMOS image sensor international symposium on circuits and systems. ,vol. 4, pp. 840- 843 ,(2004) , 10.1109/ISCAS.2004.1329135
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
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
Christoph Posch, Daniel Matolin, Rainer Wohlgenannt, A QVGA 143 dB Dynamic Range Frame-Free PWM Image Sensor With Lossless Pixel-Level Video Compression and Time-Domain CDS IEEE Journal of Solid-state Circuits. ,vol. 46, pp. 259- 275 ,(2011) , 10.1109/JSSC.2010.2085952