Temporal spike encoding for temporal learning
作者： Kristopher David Peterson , Venkata Sreekanth Reddy Annapureddy , David Jonathan Julian
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摘要: Certain aspects of the present disclosure support methods and apparatus for temporal spike encoding learning in an artificial nervous system. The can comprise obtaining sensor data being input into system, processing to generate feature vectors, converting element values vectors delays, causing at least one neuron system times based on delays.
lens.org 参考文章(9)
Filip Piekniewski, Csaba Petre, Botond Szatmary, Eugene Izhikevich, Sensory input processing apparatus in a spiking neural network ,(2012)
Csaba Petre, Botond Szatmary, Eugene M. Izhikevich, Systems and methods for invariant pulse latency coding ,(2010)
Ramin Pichevar, Jean Rouat, Le Tan Thanh Tai, Jocelyn Bergeron, Jean Lavoie, Stephane Loiselle, Anh Hoang Hai, Spatio-temporal pattern recognition using a spiking neural network and processing thereof on a portable and/or distributed computer ,(2006)
Jonathan Dennis, Qiang Yu, Huajin Tang, Huy Dat Tran, Haizhou Li, Temporal coding of local spectrogram features for robust sound recognition international conference on acoustics, speech, and signal processing. pp. 803- 807 ,(2013) , 10.1109/ICASSP.2013.6637759
Timothée Masquelier, Simon J Thorpe, None, Unsupervised Learning of Visual Features through Spike Timing Dependent Plasticity PLOS Computational Biology. ,vol. 3, pp. 31- ,(2005) , 10.1371/JOURNAL.PCBI.0030031
O. Chum, J. Philbin, A. Zisserman, Near Duplicate Image Detection: min-Hash and tf-idf Weighting. british machine vision conference. pp. 1- 10 ,(2008) , 10.5244/C.22.50
Qiang Yu, Huajin Tang, Kay Chen Tan, Haizhou Li, Rapid Feedforward Computation by Temporal Encoding and Learning With Spiking Neurons IEEE Transactions on Neural Networks. ,vol. 24, pp. 1539- 1552 ,(2013) , 10.1109/TNNLS.2013.2245677
S.M. Bohte, H. La Poutre, J.N. Kok, Unsupervised clustering with spiking neurons by sparse temporal coding and multilayer RBF networks IEEE Transactions on Neural Networks. ,vol. 13, pp. 426- 435 ,(2002) , 10.1109/72.991428
David G. Lowe, Distinctive Image Features from Scale-Invariant Keypoints International Journal of Computer Vision. ,vol. 60, pp. 91- 110 ,(2004) , 10.1023/B:VISI.0000029664.99615.94