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Workshop
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Sun 12:00
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Deep activity propagation via weight initialization in spiking neural networks
Aurora Micheli · Olaf Booij · Jan van Gemert · Nergis Tomen
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Workshop
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Proliferation of cosine-tuning in both artificial spiking and cortical neural networks during learning
Tengjun Liu · Yansong Chua · Yiwei Zhang · Yuxiao Ning · Guihua Wan · Zijun Wan · Shaomin Zhang · Weidong Chen
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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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Workshop
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Sun 12:00
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Training Spiking Neural Networks via Augmented Direct Feedback Alignment
Yongbo Zhang · Katsuma Inoue · Mitsumasa Nakajima · Toshikazu Hashimoto · Yasuo Kuniyoshi · Kohei Nakajima
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Poster
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Wed 11:00
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Spiking Token Mixer: An event-driven friendly Former structure for spiking neural networks
Shikuang Deng · Yuhang Wu · KANGRUI DU · Shi Gu
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Poster
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Wed 16:30
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Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation
Chengting Yu · Lei Liu · Gaoang Wang · Erping Li · Aili Wang
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Poster
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Thu 11:00
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Exact Gradients for Stochastic Spiking Neural Networks Driven by Rough Signals
Christian Holberg · Cristopher Salvi
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Workshop
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Storing overlapping associative memories on latent manifolds in low-rank spiking networks
William F. Podlaski · Christian Machens
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Poster
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Fri 16:30
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Slack-Free Spiking Neural Network Formulation for Hypergraph Minimum Vertex Cover
Tam Nguyen · Anh-Dzung Doan · zhipeng cai · Tat-Jun Chin
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Poster
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Thu 16:30
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FEEL-SNN: Robust Spiking Neural Networks with Frequency Encoding and Evolutionary Leak Factor
Mengting Xu · De Ma · Huajin Tang · Qian Zheng · Gang Pan
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