The primary academic paper on this topic, titled introduces units designed to enhance both the performance and security of AI models. Core Functionality : SPLASH units are continuous, grounded (
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: They have been shown to outperform standard activation functions like ReLU and its variants across various datasets (MNIST, CIFAR-10, CIFAR-100) and architectures such as ResNet-20. The primary academic paper on this topic, titled