Leveraging the power of deep neural networks (DNNs ... Additionally, we evaluate the regularization term, illustrating that the nonsmooth L2 norm yields superior results. Extensive testing on ...

New research reveals that individual neurons follow multiple learning rules simultaneously, challenging the long-held belief that synaptic plasticity operates uniformly throughout the brain.

Specifically, we partition training samples into clean and noisy subsets based on the small-loss criterion to filter the errors generated in each network. Then, we employ supervised regularization to ...

Polygon:One of the top Ethereum layer 2 projects for 2024, known for its robust and scalable solutions for Ethereum transactions. Lightning Network:A layer 2 project powering the Bitcoin ecosystem ...

Layer 1 solutions are different from layer 2 ones that are built over existing blockchain. They often operate as independent networks. These solutions also have separate and unique consensus ...

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