Machine learning is an essential component of artificial intelligence. Whether it’s powering recommendation engines, fraud detection systems, self-driving cars, generative AI, or any of the countless ...
Abstract: Effectively estimating the uncertainty attached to neural network predictions thus becomes essential to improve robustness, reliability, and trustworthiness. This paper provides an overview ...
Abstract: Logic Neural Networks (LNNs) represent a new paradigm for implementing neural networks in hardware devices such as Field-Programmable Gate Arrays (FPGAs). These network architectures exhibit ...
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