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Workshop
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Role of Parametrization in Learning Dynamics of Recurrent Neural Networks
Adwait Datar · Chinmay Datar · Zahra Monfared · Felix Dietrich
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Workshop
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A minimalistic representation model for head direction system
Minglu Zhao · Dehong Xu · Deqian Kong · Wenhao Zhang · Ying Nian Wu
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Poster
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Wed 11:00
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Understanding the Differences in Foundation Models: Attention, State Space Models, and Recurrent Neural Networks
Jerome Sieber · Carmen Amo Alonso · Alexandre Didier · Melanie Zeilinger · Antonio Orvieto
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Poster
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Wed 16:30
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Inference of Neural Dynamics Using Switching Recurrent Neural Networks
Yongxu Zhang · Shreya Saxena
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Poster
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Wed 11:00
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Logical characterizations of recurrent graph neural networks with reals and floats
Veeti Ahvonen · Damian Heiman · Antti Kuusisto · Carsten Lutz
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Poster
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Fri 11:00
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Feedback control guides credit assignment in recurrent neural networks
Klara Kaleb · Barbara Feulner · Juan Gallego · Claudia Clopath
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Poster
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Thu 11:00
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Recurrent neural networks: vanishing and exploding gradients are not the end of the story
Nicolas Zucchet · Antonio Orvieto
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Workshop
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Convolutional Hierarchical Deep Learning Neural Networks-Tensor Decomposition (C-HiDeNN-TD): a scalable surrogate modeling approach for large-scale physical systems
Jiachen Guo · Chanwook Park · Xiaoyu Xie · Zhongsheng Sang · Gregory J. Wagner · Kam Liu
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Affinity Event
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Graph Neural Network-Enhanced Multi-Task Learning for Menstrual Disorder Prediction Using Multi-Omics Data
Comfort Adesina
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Workshop
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Convergence Guarantees for Neural Network-Based Hamilton–Jacobi Reachability
William Hofgard
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Poster
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Thu 16:30
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Geometry of naturalistic object representations in recurrent neural network models of working memory
Xiaoxuan Lei · Takuya Ito · Pouya Bashivan
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Poster
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Wed 16:30
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Structured flexibility in recurrent neural networks via neuromodulation
Julia Costacurta · Shaunak Bhandarkar · David Zoltowski · Scott Linderman
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