Abstract: Distributed training improves the accuracy of large models by scaling parameter sizes. However, this scalability introduces communication bottlenecks between nodes. Gradient compression can ...
Our manuscript formulates and provides a solution to a central problem in computing with neural circuits: How can a complex neural circuit, with trillions of individual connections, arise from a ...
Abstract: With the rapid development of smart grid (SG) technologies, massive system data has been generated for SG for grid operation status monitoring and fault warning, this massive integrated data ...
It can be used to compress a single binary file, or it can operate on a list of files (or list of segments of a single file) so that several pieces of correlated data can be compressed together in a ...
Single-pill combination improves adherence and persistence to medication in hypertension. It remains unclear whether this also reduces cardiovascular outcomes and all-cause mortality. We analyzed ...
The skeletal system contains a series of sophisticated cellular lineages arising from the mesenchymal stem cells (MSCs) and hematopoietic stem cells (HSCs) that determine the homeostasis of bone and ...
To gain insight into the nature, origin, and evolution of various bodies in the Solar System, including the Earth, photometric and polarimetric data obtained in space-borne and ground-based ...
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