ATP-dependent
ATP-dependent refers to any process or mechanism in a cell that requires energy from ATP (adenosine triphosphate) to function. In the context of data science and artificial intelligence, ATP-dependent processes can refer to any algorithm or model that requires energy to perform computations. For example, neural networks and deep learning models require significant amounts of energy to train and make predictions. The energy required for these processes is often supplied by specialized hardware such as GPUs or TPUs. ATP-dependent processes can also refer to any biological process that requires energy from ATP, such as DNA replication or protein synthesis.
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