Masquelier, Timothée
- Deep Residual Learning in Spiking Neural Networks
2021/02/08 by Wei Fang, Zhaofei Yu, Fang, Wei +9 · 75 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
- SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence
2023/10/25 by Wei Fang, Yanqi Chen, Fang, Wei +17 · 72 citations
Engineering · Neuroscience · Computer Science · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Neural Networks and Reservoir Computing
- Parallel Spiking Neurons with High Efficiency and Ability to Learn Long-term Dependencies
2023/04/25 by Wei Fang, Fang, Wei, Zhaofei Yu +13 · 13 citations
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
- Low-activity supervised convolutional spiking neural networks applied to speech commands recognition
2020/11/13 by Pellegrini, Thomas, Zimmer, Romain, Masquelier, Timothée · 3 citations
#Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- Adapting a ConvNeXt model to audio classification on AudioSet
2023/06/01 by Thomas Pellegrini, Ismail Khalfaoui-Hassani, Pellegrini, Thomas +5 · 3 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Dilated Convolution with Learnable Spacings: beyond bilinear interpolation
2023/06/01 by Ismail Khalfaoui-Hassani, Thomas Pellegrini, Khalfaoui-Hassani, Ismail +3 · 2 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Spike time displacement based error backpropagation in convolutional spiking neural networks
2021/08/31 by Maryam Mirsadeghi, Mirsadeghi, Maryam, Majid Shalchian +5 · 1 citation
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
- Efficiently Training Time-to-First-Spike Spiking Neural Networks from Scratch
2024/10/31 by Kaiwei Che, Che, Kaiwei, Zhengyu Ma +14 · 1 citation
Computer Science · #Neural Networks and Applications #cs.NE
- DelRec: learning delays in recurrent spiking neural networks
2025/09/29 by Queant, Alexandre, Rançon, Ulysse, Cottereau, Benoit R +1 · 3 citations
#FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)