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Poster
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Thu 9:00
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Theoretically Provable Spiking Neural Networks
Shao-Qun Zhang · Zhi-Hua Zhou
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Workshop
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Capturing cross-session neural population variability through self-supervised identification of consistent neuron ensembles
Justin Jude · Matthew Perich · Lee Miller · Matthias Hennig
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Workshop
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Learning Dynamics and Structure of Complex Systems Using Graph Neural Networks
Zhe Li · Andreas Tolias · Xaq Pitkow
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Workshop
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Dynamic weights enabled Physics-Informed Neural Network for simulating the mobility of Engineered Nano Particles in a contaminated aquifer
Shikhar Nilabh
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Poster
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Wed 14:00
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Biologically Inspired Dynamic Thresholds for Spiking Neural Networks
Jianchuan Ding · Bo Dong · Felix Heide · Yufei Ding · Yunduo Zhou · Baocai Yin · Xin Yang
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Workshop
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Dynamical Mean Field Theory of Kernel Evolution in Wide Neural Networks
Blake Bordelon · Cengiz Pehlevan
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Poster
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Thu 14:00
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Supervised Training of Conditional Monge Maps
Charlotte Bunne · Andreas Krause · Marco Cuturi
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Poster
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Wed 9:00
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Early Stage Convergence and Global Convergence of Training Mildly Parameterized Neural Networks
Mingze Wang · Chao Ma
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Workshop
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Neural Latent Dynamics Models
Nicola Farenga · Stefania Fresca · Andrea Manzoni
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Workshop
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Physics-Informed Convolutional Neural Networks for Corruption Removal on Dynamical Systems
Daniel Kelshaw · Luca Magri
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Poster
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Towards Understanding the Condensation of Neural Networks at Initial Training
Hanxu Zhou · Zhou Qixuan · Tao Luo · Yaoyu Zhang · Zhi-Qin Xu
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Poster
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Tue 14:00
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Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees
Ruikun Zhou · Thanin Quartz · Hans De Sterck · Jun Liu
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