• Acta Optica Sinica
  • Vol. 40, Issue 23, 2325001 (2020)
Yunzhi Yu, Bowen Ma, and Weiwen Zou*
Author Affiliations
  • State Key Laboratory of Advanced Optical Communication Systems and Networks, Intelligent Microwave Lightwave Integration Innovation Center (iMLic), Shanghai Jiao Tong University, Shanghai 200240, China
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    DOI: 10.3788/AOS202040.2325001 Cite this Article Set citation alerts
    Yunzhi Yu, Bowen Ma, Weiwen Zou. High-Speed Motion Direction Selection and Recognition Based on Distributed Feedback Laser[J]. Acta Optica Sinica, 2020, 40(23): 2325001 Copy Citation Text show less
    References

    [1] Strother J A, Wu S T, Wong A M et al. The emergence of directional selectivity in the visual motion pathway of drosophila[J]. Neuron, 94, 168-182(2017). http://europepmc.org/abstract/MED/28384470

    [2] Biswas T, Lee C H. Visual motion: cellular implementation of a hybrid motion detector[J]. Current Biology, 27, R274-R276(2017).

    [3] Kim J S, Greene M J, Zlateski A et al. Space-time wiring specificity supports direction selectivity in the retina[J]. Nature, 509, 331-336(2014).

    [4] Coombs D, Herman M, Hong T H et al. Real-time obstacle avoidance using central flow divergence, and peripheral flow[J]. IEEE Transactions on Robotics and Automation, 14, 49-59(1998).

    [5] Li Q W, Zhou Y Q, Ma Y P et al. Salient object detection method based on binocular vision[J]. Acta Optica Sinica, 38, 0315002(2018).

    [6] Ma Q, Zhu B, Cheng Z D et al. Detection and recognition method of fast low-altitude unmanned aerial vehicle based on dual channel[J]. Acta Optica Sinica, 39, 1210002(2019).

    [7] Giulioni M, Lagorce X, Galluppi F et al. Event-based computation of motion flow on a neuromorphic analog neural platform[J]. Frontiers in Neuroscience, 10, 35(2016). http://www.ncbi.nlm.nih.gov/pubmed/26909015

    [8] Pan S L, Zhang Y M. Microwave photonic radars[J]. Journal of Lightwave Technology, 1(2020).

    [9] Xin G Y, Zou W W, Long X et al. Polarization optimization for instantaneous frequency measurements based on stimulated Brillouin scattering[J]. Acta Optica Sinica, 39, 0507001(2019).

    [10] Li C G, Qian N, Deng A Y et al. Channel-mismatch compensation of photonic analog-to-digital converter for wideband radar direct receiving[J]. Acta Optica Sinica, 40, 1606002(2020).

    [11] Zou W W, Ma B W, Xu S F et al. Towards an intelligent photonic system[J]. Science China Information Sciences, 63, 160401(2020).

    [12] Lin R Z, Ge J, Tran P et al. Biomimetic photonics : jamming avoidance system in Eigenmannia[J]. Optics Express, 26, 13349-13360(2018).

    [13] Izhikevich E M. Neural excitability, spiking and bursting[J]. International Journal of Bifurcation and Chaos, 10, 1171-1266(2000).

    [14] Izhikevich E M. Which model to use for cortical spiking neurons?[J]. IEEE Transactions on Neural Networks, 15, 1063-1070(2004).

    [15] Prucnal P R. Shastri B J, de Lima T F, et al. Recent progress in semiconductor excitable lasers for photonic spike processing[J]. Advances in Optics and Photonics, 8, 228-299(2016).

    [16] Cheng Z G, Ríos C. Pernice W H P, et al. On-chip photonic synapse[J]. Science Advances, 3, e1700160(2017).

    [17] Feldmann J, Youngblood N, Wright C D et al. All-optical spiking neurosynaptic networks with self-learning capabilities[J]. Nature, 569, 208-214(2019).

    [18] Zhang Z X, Wu Z M, Lu D et al. Controllable spiking dynamics in cascaded VCSEL-SA photonic neurons[J]. Nonlinear Dynamics, 99, 1103-1114(2020). http://www.researchgate.net/publication/337311384_Controllable_spiking_dynamics_in_cascaded_VCSEL-SA_photonic_neurons

    [19] Wang R, Ren Q S, Zhao J Y. Research progress on photonic neuromorphic computing[J]. Laser & Optoelectronics Progress, 53, 120004(2016).

    [20] Ma B W, Chen J P, Zou W W. A DFB-LD-based photonic neuromorphic network for spatiotemporal pattern recognition. [C]//Optical Fiber Communication Conference (OFC) 2020, March 8-12, 2020, San Diego, California. Washington, D.C.: OSA, M2K, 2(2020).

    [21] Ma B W, Zou W W. Demonstration of a distributed feedback laser diode working as a graded-potential-signaling photonic neuron and its application to neuromorphic information processing[J]. Science China Information Sciences, 63, 160408(2020).

    Yunzhi Yu, Bowen Ma, Weiwen Zou. High-Speed Motion Direction Selection and Recognition Based on Distributed Feedback Laser[J]. Acta Optica Sinica, 2020, 40(23): 2325001
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