Simplified spiking neural network architecture and STDP learning algorithm applied to image classification
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Taras Iakymchuk | José V. Francés | Manuel Bataller-Mompeán | Juan Guerrero-Martínez | Alfredo Rosado Muñoz
[1] Johannes Schemmel,et al. Live demonstration: A scaled-down version of the BrainScaleS wafer-scale neuromorphic system , 2012, 2012 IEEE International Symposium on Circuits and Systems.
[2] Y. Ishikawa,et al. A neuron MOS variable logic circuit with the simplified circuit structure , 2004, Proceedings of 2004 IEEE Asia-Pacific Conference on Advanced System Integrated Circuits.
[3] Krzysztof J. Cios,et al. A spiking neural network alternative for the analog to digital converter , 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).
[4] Bernabé Linares-Barranco,et al. Fast Vision Through Frameless Event-Based Sensing and Convolutional Processing: Application to Texture Recognition , 2010, IEEE Transactions on Neural Networks.
[5] Amine Bermak,et al. A Spiking Neural Network for Gas Discrimination Using a Tin Oxide Sensor Array , 2008, 4th IEEE International Symposium on Electronic Design, Test and Applications (delta 2008).
[6] Jim D. Garside,et al. SpiNNaker: A 1-W 18-Core System-on-Chip for Massively-Parallel Neural Network Simulation , 2013, IEEE Journal of Solid-State Circuits.
[7] T. Martin McGinnity,et al. A spiking neural network for tactile form based object recognition , 2011, The 2011 International Joint Conference on Neural Networks.
[8] G. Bi,et al. Synaptic Modifications in Cultured Hippocampal Neurons: Dependence on Spike Timing, Synaptic Strength, and Postsynaptic Cell Type , 1998, The Journal of Neuroscience.
[9] J. Alonso,et al. Complex Receptive Fields in Primary Visual Cortex , 2003, The Neuroscientist : a review journal bringing neurobiology, neurology and psychiatry.
[10] Grzegorz Rozenberg,et al. Handbook of Natural Computing , 2011, Springer Berlin Heidelberg.
[11] Colin D. Simpson,et al. Industrial Electronics , 1936, Nature.
[12] Tarek M. Taha,et al. FPGA Implementation of Izhikevich Spiking Neural Networks for Character Recognition , 2009, 2009 International Conference on Reconfigurable Computing and FPGAs.
[13] Wofgang Maas,et al. Networks of spiking neurons: the third generation of neural network models , 1997 .
[14] R. Lorenzo,et al. A New Unsupervised Neural Network for Pattern Recognition with Spiking Neurons , 2006, The 2006 IEEE International Joint Conference on Neural Network Proceedings.
[15] Ricardo Silva,et al. The neuroid: A novel and simplified neuron-model , 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.
[16] Murray Shanahan,et al. Training a spiking neural network to control a 4-DoF robotic arm based on Spike Timing-Dependent Plasticity , 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).
[17] Tong Tang,et al. Proceedings of the European Symposium on Artificial Neural Networks , 2006 .
[18] Sander M. Bohte,et al. Computing with Spiking Neuron Networks , 2012, Handbook of Natural Computing.
[19] Benjamin Schrauwen,et al. Parallel hardware implementation of a broad class of spiking neurons using serial arithmetic , 2006, ESANN.
[20] D.T. Pham,et al. A self-organising spiking neural network trained using delay adaptation , 2007, 2007 IEEE International Symposium on Industrial Electronics.
[21] Takenori Obo,et al. Human gesture recognition for robot partners by spiking neural network and classification learning , 2012, The 6th International Conference on Soft Computing and Intelligent Systems, and The 13th International Symposium on Advanced Intelligence Systems.
[22] Tim Schönauer,et al. NeuroPipe-Chip: A digital neuro-processor for spiking neural networks , 2002, IEEE Trans. Neural Networks.
[23] Bernabé Linares-Barranco,et al. Mapping from Frame-Driven to Frame-Free Event-Driven Vision Systems by Low-Rate Rate Coding and Coincidence Processing--Application to Feedforward ConvNets , 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[24] Kazuyuki Murase,et al. Sensor-fusion in spiking neural network that generates autonomous behavior in real mobile robot , 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).
[25] Wulfram Gerstner,et al. SPIKING NEURON MODELS Single Neurons , Populations , Plasticity , 2002 .
[26] Yongji Wang,et al. Spiking Neural Networks for Cortical Neuronal Spike Train Decoding , 2010, Neural Computation.
[27] Michael A. Arbib,et al. The handbook of brain theory and neural networks , 1995, A Bradford book.
[28] Olaf Booij,et al. Temporal Pattern Classification using Spiking Neural Networks , 2004 .
[29] Austin J. Brockmeier,et al. Evaluating dependence in spike train metric spaces , 2011, The 2011 International Joint Conference on Neural Networks.
[30] Mark C. W. van Rossum,et al. Stable Hebbian Learning from Spike Timing-Dependent Plasticity , 2000, The Journal of Neuroscience.