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![Line Bar Set Works [论文评述] A frequency-domain approach for estimating continuous-time ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/a-frequency-domain-approach-for-estimating-continuous-time-diffusively-coupled-linear-networks-1.png)
![Line Bar Set Works [2306.01154] The Law of Parsimony in Gradient Descent for Learning Deep ...](https://ar5iv.labs.arxiv.org/html/2306.01154/assets/figs/collapse_intro.png)



![Line Bar Set Works [논문 리뷰] Mapping Spiking Neural Networks to Heterogeneous Crossbar ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/mapping-spiking-neural-networks-to-heterogeneous-crossbar-architectures-using-integer-linear-programming-1.png)



![Line Bar Set Works [论文评述] From Lazy to Rich: Exact Learning Dynamics in Deep Linear Networks](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/from-lazy-to-rich-exact-learning-dynamics-in-deep-linear-networks-1.png)

![Line Bar Set Works [Deep Learning Theory] 3. Effective Theory of Deep Linear Networks at ...](https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjIA_bPfL4qRxy45AYbbbhLtdgRsA9OjLJf1JHjjcbrOCdFUvANni4UCkeJOpoQCyvtamvMf1LWijYklIUHuJkhzsojC7tqQAWVUaas1vADBrrD4LNpRXDl2ERKWVm7PCPp3qGV4ycwsuovgiI-P9HN_1KVUSsyNeSCVnnD5nmt8zYuJaOWwW0nngqKlgkJ/s1024/DALL%C2%B7E%202024-01-17%2020.58.28%20-%20A%20simplified%20and%20low-saturation%20illustration%20of%20a%20neural%20network%20merging%20with%20quantum%20field%20theory.%20On%20the%20left,%20depict%20a%20basic%20neural%20network%20with%20fe.png)


![Line Bar Set Works [논문 리뷰] Modelling and identification of diffusively coupled linear ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/modelling-and-identification-of-diffusively-coupled-linear-networks-with-additional-directed-links-2.png)


























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![Line Bar Set Works [论文评述] Entanglement and circuit complexity in finite-depth random ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/entanglement-and-circuit-complexity-in-finite-depth-random-linear-optical-networks-3.png)


















![Line Bar Set Works [2301.00437] Neural Collapse in Deep Linear Networks: From Balanced to ...](https://ar5iv.labs.arxiv.org/html/2301.00437/assets/fig/mlp_nobias_balance.png)

![Line Bar Set Works [2411.03840] Flexible task abstractions emerge in linear networks with ...](https://ar5iv.labs.arxiv.org/html/2411.03840/assets/fig/fig_mnist.jpg)
![Line Bar Set Works [논문 리뷰] High-dimensional Limit of SGD for Diagonal Linear Networks](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/high-dimensional-limit-of-sgd-for-diagonal-linear-networks-1.png)
![Line Bar Set Works [论文评述] On the Learning Dynamics of Two-layer Linear Networks with Label ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/on-the-learning-dynamics-of-two-layer-linear-networks-with-label-noise-sgd-1.png)


![Line Bar Set Works [2301.00437] Neural Collapse in Deep Linear Networks: From Balanced to ...](https://ar5iv.labs.arxiv.org/html/2301.00437/assets/fig/mlp_bias_balance.png)

![Line Bar Set Works [논문 리뷰] Mixed Dynamics In Linear Networks: Unifying the Lazy and Active ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/mixed-dynamics-in-linear-networks-unifying-the-lazy-and-active-regimes-2.png)
![Line Bar Set Works [论文评述] Discovering Dynamics with Kolmogorov Arnold Networks: Linear ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/discovering-dynamics-with-kolmogorov-arnold-networks-linear-multistep-method-based-algorithms-and-error-estimation-4.png)














![Line Bar Set Works [1910.06943] The Local Elasticity of Neural Networks](https://ar5iv.labs.arxiv.org/html/1910.06943/assets/Figures/donut_MLPLinear_ripple_optimal.png)
