Competitive STDP-Based Spike Pattern Learning
Masquelier, Timothée, Guyonneau, Rudy, Thorpe, Simon J.
Published in Neural computation (01.05.2009)
Published in Neural computation (01.05.2009)
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Journal Article
Temporal Backpropagation for Spiking Neural Networks with One Spike per Neuron
Kheradpisheh, Saeed Reza, Masquelier, Timothée
Published in International journal of neural systems (01.06.2020)
Published in International journal of neural systems (01.06.2020)
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Journal Article
Unsupervised learning of repeating patterns using a novel STDP based algorithm
Thorpe, Simon, Yousefzadeh, Amirreza, Martin, Jacob, Masquelier, Timothée
Published in Journal of vision (Charlottesville, Va.) (31.08.2017)
Published in Journal of vision (Charlottesville, Va.) (31.08.2017)
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Journal Article
Deep learning in spiking neural networks
Tavanaei, Amirhossein, Ghodrati, Masoud, Kheradpisheh, Saeed Reza, Masquelier, Timothée, Maida, Anthony
Published in Neural networks (01.03.2019)
Published in Neural networks (01.03.2019)
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Journal Article
STDP-based spiking deep convolutional neural networks for object recognition
Kheradpisheh, Saeed Reza, Ganjtabesh, Mohammad, Thorpe, Simon J., Masquelier, Timothée
Published in Neural networks (01.03.2018)
Published in Neural networks (01.03.2018)
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Journal Article
Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks
Fang, Wei, Yu, Zhaofei, Chen, Yanqi, Masquelier, Timothee, Huang, Tiejun, Tian, Yonghong
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.01.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.01.2021)
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Conference Proceeding
Deep Networks Can Resemble Human Feed-forward Vision in Invariant Object Recognition
Kheradpisheh, Saeed Reza, Ghodrati, Masoud, Ganjtabesh, Mohammad, Masquelier, Timothée
Published in Scientific reports (07.09.2016)
Published in Scientific reports (07.09.2016)
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Journal Article
BS4NN: Binarized Spiking Neural Networks with Temporal Coding and Learning
Kheradpisheh, Saeed Reza, Mirsadeghi, Maryam, Masquelier, Timothée
Published in Neural processing letters (01.04.2022)
Published in Neural processing letters (01.04.2022)
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Journal Article
Analyzing time-to-first-spike coding schemes: A theoretical approach
Bonilla, Lina, Gautrais, Jacques, Thorpe, Simon, Masquelier, Timothée
Published in Frontiers in neuroscience (26.09.2022)
Published in Frontiers in neuroscience (26.09.2022)
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Journal Article
Representation learning using event-based STDP
Tavanaei, Amirhossein, Masquelier, Timothée, Maida, Anthony
Published in Neural networks (01.09.2018)
Published in Neural networks (01.09.2018)
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Journal Article