Relative ordering learning in spiking neural network for pattern recognition
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Zhitao Lin | De Ma | Jianyi Meng | Linna Chen | Zhitao Lin | De Ma | J. Meng | Linna Chen
[1] A. Hodgkin,et al. A quantitative description of membrane current and its application to conduction and excitation in nerve , 1952, The Journal of physiology.
[2] T. Sejnowski,et al. Reliability of spike timing in neocortical neurons. , 1995, Science.
[3] Christof Koch,et al. Temporal Precision of Spike Trains in Extrastriate Cortex of the Behaving Macaque Monkey , 1999, Neural Computation.
[4] Wofgang Maas,et al. Networks of spiking neurons: the third generation of neural network models , 1997 .
[5] Jacques Gautrais,et al. Rank order coding , 1998 .
[6] Alexander Borst,et al. Information theory and neural coding , 1999, Nature Neuroscience.
[7] Eugene M. Izhikevich,et al. Resonate-and-fire neurons , 2001, Neural Networks.
[8] Arnaud Delorme,et al. Spike-based strategies for rapid processing , 2001, Neural Networks.
[9] Sander M. Bohte,et al. Error-backpropagation in temporally encoded networks of spiking neurons , 2000, Neurocomputing.
[10] Eugene M. Izhikevich,et al. Simple model of spiking neurons , 2003, IEEE Trans. Neural Networks.
[11] E. Chichilnisky,et al. Precision of spike trains in primate retinal ganglion cells. , 2004, Journal of neurophysiology.
[12] R. Johansson,et al. First spikes in ensembles of human tactile afferents code complex spatial fingertip events , 2004, Nature Neuroscience.
[13] Tomaso Poggio,et al. Fast Readout of Object Identity from Macaque Inferior Temporal Cortex , 2005, Science.
[14] H. Sompolinsky,et al. The tempotron: a neuron that learns spike timing–based decisions , 2006, Nature Neuroscience.
[15] Hojjat Adeli,et al. Improved spiking neural networks for EEG classification and epilepsy and seizure detection , 2007, Integr. Comput. Aided Eng..
[16] Timothée Masquelier,et al. Unsupervised Learning of Visual Features through Spike Timing Dependent Plasticity , 2007, PLoS Comput. Biol..
[17] Tim Gollisch,et al. Rapid Neural Coding in the Retina with Relative Spike Latencies , 2008, Science.
[18] Timothée Masquelier,et al. Competitive STDP-Based Spike Pattern Learning , 2009, Neural Computation.
[19] Gregory J. Gerling,et al. Using force sensors and neural models to encode tactile stimuli as spike-based responses , 2010, 2010 IEEE Haptics Symposium.
[20] Simei Gomes Wysoski,et al. Evolving spiking neural networks for audiovisual information processing , 2010, Neural Networks.
[21] Andrzej J. Kasinski,et al. Supervised Learning in Spiking Neural Networks with ReSuMe: Sequence Learning, Classification, and Spike Shifting , 2010, Neural Computation.
[22] Răzvan V. Florian. The chronotron: a neuron that learns to fire temporally-precise spike patterns , 2010 .
[23] Liam McDaid,et al. SWAT: A Spiking Neural Network Training Algorithm for Classification Problems , 2010, IEEE Transactions on Neural Networks.
[24] Amine Bermak,et al. Spike Latency Coding in Biologically Inspired Microelectronic Nose , 2011, IEEE Transactions on Biomedical Circuits and Systems.
[25] Stefan Schliebs,et al. Span: Spike Pattern Association Neuron for Learning Spatio-Temporal Spike Patterns , 2012, Int. J. Neural Syst..
[26] Giacomo Indiveri,et al. Online spatio-temporal pattern recognition with evolving spiking neural networks utilising address event representation, rank order, and temporal spike learning , 2012, The 2012 International Joint Conference on Neural Networks (IJCNN).
[27] Marc M. Van Hulle,et al. Enhancing the Yield of High-Density electrode Arrays through Automated electrode Selection , 2012, Int. J. Neural Syst..
[28] Huajin Tang,et al. Precise-Spike-Driven Synaptic Plasticity: Learning Hetero-Association of Spatiotemporal Spike Patterns , 2013, PloS one.
[29] Nikil D. Dutt,et al. Categorization and decision-making in a neurobiologically plausible spiking network using a STDP-like learning rule , 2013, Neural Networks.
[30] Jing Yang,et al. A supervised multi-spike learning algorithm based on gradient descent for spiking neural networks , 2013, Neural Networks.
[31] Tobi Delbruck,et al. Real-time classification and sensor fusion with a spiking deep belief network , 2013, Front. Neurosci..
[32] Haizhou Li,et al. Rapid Feedforward Computation by Temporal Encoding and Learning With Spiking Neurons , 2013, IEEE Transactions on Neural Networks and Learning Systems.
[33] Haizhou Li,et al. A Spike-Timing-Based Integrated Model for Pattern Recognition , 2013, Neural Computation.
[34] Deepak Khosla,et al. Spiking Deep Convolutional Neural Networks for Energy-Efficient Object Recognition , 2014, International Journal of Computer Vision.
[35] Shaista Hussain,et al. Improved margin multi-class classification using dendritic neurons with morphological learning , 2014, 2014 IEEE International Symposium on Circuits and Systems (ISCAS).
[36] Kay Chen Tan,et al. A brain-inspired spiking neural network model with temporal encoding and learning , 2014, Neurocomputing.
[37] Narasimhan Sundararajan,et al. A two stage learning algorithm for a Growing-Pruning Spiking Neural Network for pattern classification problems , 2015, 2015 International Joint Conference on Neural Networks (IJCNN).
[38] Matthew Cook,et al. Fast-classifying, high-accuracy spiking deep networks through weight and threshold balancing , 2015, 2015 International Joint Conference on Neural Networks (IJCNN).
[39] Matthew Cook,et al. Unsupervised learning of digit recognition using spike-timing-dependent plasticity , 2015, Front. Comput. Neurosci..
[40] Pierre Kornprobst,et al. Rank Order Coding: a Retinal Information Decoding Strategy Revealed by Large-Scale Multielectrode Array Retinal Recordings , 2016, eNeuro.
[41] Song Han,et al. EIE: Efficient Inference Engine on Compressed Deep Neural Network , 2016, 2016 ACM/IEEE 43rd Annual International Symposium on Computer Architecture (ISCA).
[42] Haizhou Li,et al. A Spiking Neural Network System for Robust Sequence Recognition , 2016, IEEE Transactions on Neural Networks and Learning Systems.
[43] Zhang Yi,et al. Efficient Training of Supervised Spiking Neural Network via Accurate Synaptic-Efficiency Adjustment Method , 2017, IEEE Transactions on Neural Networks and Learning Systems.
[44] Hesham Mostafa,et al. Supervised Learning Based on Temporal Coding in Spiking Neural Networks , 2016, IEEE Transactions on Neural Networks and Learning Systems.