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T
Timothée Masquelier
universite de toulouse
33
H-index
113
Paper Count
7.6K
Citation Count
0
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Published Papers
23
Publication Date
Publication Date
Impact Factor
Citations
Temporal recurrence as a general mechanism to explain neural responses in the auditory system
Communications Biology
IF
5.1
2025-10-10
0
OA
AI
Ulysse Rançon; Timothée Masquelier; Benoit R. Cottereau
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SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence
SCIENCE ADVANCES
IF
12.5
2023-10-06
57
OA
AI
Fang, Wei; Chen, Yanqi; Ding, Jianhao; Yu, Zhaofei; Masquelier, Timothee; Chen, Ding; Huang, Liwei; Zhou, Huihui; Li, Guoqi; Tian, Yonghong
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Optical flow estimation from event-based cameras and spiking neural networks
FRONTIERS IN NEUROSCIENCE
IF
3.2
2023-05-11
21
OA
AI
Cuadrado, Javier; Rancon, Ulysse; Cottereau, Benoit R.; Barranco, Francisco; Masquelier, Timothee
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Analyzing time-to-first-spike coding schemes: A theoretical approach
FRONTIERS IN NEUROSCIENCE
IF
3.2
2022-09-26
15
OA
AI
Bonilla, Lina; Gautrais, Jacques; Thorpe, Simon; Masquelier, Timothee
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Encrypted internet traffic classification using a supervised spiking neural network
NEUROCOMPUTING
IF
6.5
2022-09-01
11
OA
AI
Rasteh, Ali; Delpech, Florian; Aguilar-Melchor, Carlos; Zimmer, Romain; Shouraki, Saeed Bagheri; Masquelier, Timothee
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StereoSpike: Depth Learning With a Spiking Neural Network
IEEE ACCESS
IF
3.6
2022-01-01
19
OA
AI
Rancon, Ulysse; Cuadrado-Anibarro, Javier; Cottereau, Benoit R.; Masquelier, Timothee
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Spiking Neural Networks Trained via Proxy
IEEE ACCESS
IF
3.6
2022-01-01
9
OA
AI
Kheradpisheh, Saeed Reza; Mirsadeghi, Maryam; Masquelier, Timothee
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Sub-Optimality of the Early Visual System Explained Through Biologically Plausible Plasticity
FRONTIERS IN NEUROSCIENCE
IF
3.2
2021-09-15
2
OA
AI
Chauhan, Tushar; Masquelier, Timothee; Cottereau, Benoit R.
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Visualizing a joint future of neuroscience and neuromorphic engineering
NEURON
IF
15
2021-02-01
43
OA
AI
Zenke, Friedemann; Bohte, Sander M.; Clopath, Claudia; Comsa, Iulia M.; Goltz, Julian; Maass, Wolfgang; Masquelier, Timothee; Naud, Richard; Neftci, Emre O.; Petrovici, Mihai A.; Scherr, Franz; Goodman, Dan F. M.
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STiDi-BP: Spike time displacement based error backpropagation in multilayer spiking neural networks
NEUROCOMPUTING
IF
6.5
2021-02-01
56
PRE
AI
Mirsadeghi, Maryam; Shalchian, Majid; Kheradpisheh, Saeed Reza; Masquelier, Timothee
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Temporal Backpropagation for Spiking Neural Networks with One Spike per Neuron
INTERNATIONAL JOURNAL OF NEURAL SYSTEMS
IF
6.4
2020-05-28
161
OA
AI
Kheradpisheh, Saeed Reza; Masquelier, Timothee
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Bio-inspired digit recognition using reward-modulated spike-timing-dependent plasticity in deep convolutional networks
PATTERN RECOGNITION
IF
7.6
2019-10-01
107
OA
AI
Mozafari, Milad; Ganjtabesh, Mohammad; Nowzari-Dalini, Abbas; Thorpe, Simon J.; Masquelier, Timothee
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SpykeTorch: Efficient Simulation of Convolutional Spiking Neural Networks With at Most One Spike per Neuron
FRONTIERS IN NEUROSCIENCE
IF
3.2
2019-07-12
78
OA
AI
Mozafari, Milad; Ganjtabesh, Mohammad; Nowzari-Dalini, Abbas; Masquelier, Timothee
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Deep learning in spiking neural networks
NEURAL NETWORKS
IF
6.3
2019-03-01
794
OA
AI
Tavanaei, Amirhossein; Ghodrati, Masoud; Kheradpisheh, Saeed Reza; Masquelier, Timothee; Maida, Anthony
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First-Spike-Based Visual Categorization Using Reward-Modulated STDP
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF
8.9
2018-12-01
113
OA
AI
Mozafari, Milad; Kheradpisheh, Saeed Reza; Masquelier, Timothee; Nowzari-Dalini, Abbas; Ganjtabesh, Mohammad
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Representation learning using event-based STDP
NEURAL NETWORKS
IF
6.3
2018-09-01
22
OA
AI
Tavanaei, Amirhossein; Masquelier, Timothee; Maida, Anthony
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STDP-based spiking deep convolutional neural networks for object recognition
NEURAL NETWORKS
IF
6.3
2018-03-01
541
OA
AI
Kheradpisheh, Saeed Reza; Ganjtabesh, Mohammad; Thorpe, Simon J.; Masquelier, Timothee
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Visual stimulation quenches global alpha range activity in awake primate V4: a case study
NEUROPHOTONICS
IF
3.8
2017-06-28
1
OA
AI
Deneux, Thomas; Masquelier, Timothee; Bermudez, Maria A.; Masson, Guillaume S.; Deco, Gustavo; Vanzetta, Ivo
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Deep Networks Can Resemble Human Feed-forward Vision in Invariant Object Recognition
SCIENTIFIC REPORTS
IF
3.9
2016-09-07
129
OA
AI
Kheradpisheh, Saeed Reza; Ghodrati, Masoud; Ganjtabesh, Mohammad; Masquelier, Timothee
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Bio-inspired unsupervised learning of visual features leads to robust invariant object recognition
NEUROCOMPUTING
IF
6.5
2016-09-01
97
OA
AI
Kheradpisheh, Saeed Reza; Ganjtabesh, Mohammad; Masquelier, Timothee
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Research Directions
No research directions
Co-authors
Cooperation Journals
G
Gustavo Deco
H-index: 101 · Papers: 928
Y
Yonghong Tian
H-index: 65 · Papers: 575
W
Wolfgang Maass
H-index: 62 · Papers: 360
S
Simon J. Thorpe
H-index: 60 · Papers: 240
G
Giacomo Indiveri
H-index: 57 · Papers: 506
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