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Workshop
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Invertible Neural Networks for Graph Prediction
Chen Xu · Xiuyuan Cheng · Yao Xie
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Poster
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Tue 14:00
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The computational and learning benefits of Daleian neural networks
Adam Haber · Elad Schneidman
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Poster
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Tue 9:00
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Gradient flow dynamics of shallow ReLU networks for square loss and orthogonal inputs
Etienne Boursier · Loucas PILLAUD-VIVIEN · Nicolas Flammarion
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Workshop
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Graph Neural Networks for Connectivity Inference in Spatially Patterned Neural Responses
Taehoon Park · JuHyeon Kim · DongHee Kang · Kijung Yoon
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Poster
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Tue 9:00
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Biologically plausible solutions for spiking networks with efficient coding
Veronika Koren · Stefano Panzeri
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Poster
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Thu 9:00
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Physics-Informed Implicit Representations of Equilibrium Network Flows
Kevin D. Smith · Francesco Seccamonte · Ananthram Swami · Francesco Bullo
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Workshop
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MEGAN: Multi Explanation Graph Attention Network
Jonas Teufel · Luca Torresi · Patrick Reiser · Pascal Friederich
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Poster
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Wed 14:00
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MACE: Higher Order Equivariant Message Passing Neural Networks for Fast and Accurate Force Fields
Ilyes Batatia · David P Kovacs · Gregor Simm · Christoph Ortner · Gabor Csanyi
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Poster
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Tue 9:00
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Dance of SNN and ANN: Solving binding problem by combining spike timing and reconstructive attention
Hao Zheng · Hui Lin · Rong Zhao · Luping Shi
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Workshop
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Towards Creating Benchmark Datasets of Universal Neural Network Potential for Material Discovery
So Takamoto · Chikashi Shinagawa · Nontawat Charoenphakdee
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Poster
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Wed 9:00
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Globally Gated Deep Linear Networks
Qianyi Li · Haim Sompolinsky
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Poster
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Tue 14:00
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Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems
Abishek Thangamuthu · Gunjan Kumar · Suresh Bishnoi · Ravinder Bhattoo · N M Anoop Krishnan · Sayan Ranu
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