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1000x Faster Camera and Machine Vision with Ordinary Devices



Tiejun Huang , Yajing Zheng , Zhaofei Yu , Rui Chen , Yuan Li , Ruiqin Xiong , Lei Ma , Junwei Zhao , Siwei Dong , Lin Zhu , Jianing Li , Shanshan Jia , Yihua Fu , Boxin Shi , Si Wu , Yonghong Tian


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Reconstruction of Natural Visual Scenes from Neural Spikes with Deep Neural Networks



Yichen Zhang , Shanshan Jia , Yajing Zheng , Zhaofei Yu , Yonghong Tian , Tiejun Huang , Jian K. Liu

* 19 pages, 7 figures 

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Probabilistic Inference of Binary Markov Random Fields in Spiking Neural Networks through Mean-field Approximation



Yajing Zheng , Zhaofei Yu , Shanshan Jia , Jian K. Liu , Tiejun Huang , Yonghong Tian

* 20 pages, 10 figures 

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Revealing Fine Structures of the Retinal Receptive Field by Deep Learning Networks



Qi Yan , Yajing Zheng , Shanshan Jia , Yichen Zhang , Zhaofei Yu , Feng Chen , Yonghong Tian , Tiejun Huang , Jian K. Liu

* 11 pages, 10 figures 

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Neural System Identification with Spike-triggered Non-negative Matrix Factorization



Shanshan Jia , Zhaofei Yu , Arno Onken , Yonghong Tian , Tiejun Huang , Jian K. Liu

* 12 pages,11 figures 

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