Silu Activation Function
PulseAugur coverage of Silu Activation Function — every cluster mentioning Silu Activation Function across labs, papers, and developer communities, ranked by signal.
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New interpretation of GELU and other activation functions proposed
Researchers have proposed a new structural interpretation of activation functions like GELU, ReLU, and Swish. This interpretation views GELU as a signal-transmission term derived from a Gaussian complementary first-orde…
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New neural network architectures tackle complex scientific computing problems · 8 sources tracked
Researchers are developing novel neural network architectures to solve complex partial differential equations (PDEs) and model dynamical systems. These include structure-oriented randomized neural networks (SO-RaNN) for…
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New framework enables spiking neural networks for large language models
Researchers have developed a new framework to make large language models more compatible with neuromorphic hardware. The method focuses on creating spike-friendly approximations for the nonlinear operators within Transf…
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Neural networks achieve super-fast convergence and represent complex functions with floating-point arithmetic
Two new arXiv papers explore theoretical aspects of neural network convergence and representation capabilities. The first paper demonstrates that neural network classifiers can achieve super-fast convergence rates under…