The phrase "a large amount of inputs" is correct and usable in written English.
It can be used when discussing the quantity of data or information being received or processed in a particular context, such as in research, technology, or analysis.
Example: "The system was designed to handle a large amount of inputs from various sensors to ensure accurate data collection."
Alternatives: "a significant number of inputs" or "a considerable volume of inputs".
The creation of detailed, complex models requires a large amount of input data to be merged into high resolution voxel grids.
Neurons in the visual cortex receive a large amount of input from recurrent connections, yet the functional role of these connections remains unclear.
Although the training phase requires a large amount of input samples and a considerable CPU time, the trained network is characterized by simplicity and quick response.
Designing of high-stiffness composite profiles for application in production machines is a complicated task with a large amount of input parameters.
All these issues have to be modeled and explicitly provided to a generative specification procedure, which may thus need a large amount of input data.
Both HARP and NA61/SHINE experiments provide also a large amount of input for validation and tuning of hadron production models in Monte-Carlo generators.
We conclude that the parallel computer (i.e., SMP/CC-NUMA architecture or cluster system) is more suitable for solving problems with a large amount of input size.
Storm-inundation models based on hydrology and hydrodynamics require a large amount of input data (detailed terrain, sewer system and land use data).
A detailed assessment of building energy performance requires a large amount of input data concerning building typology, environmental conditions, envelope thermophysical properties, geometry, control strategies, and several other parameters.
The Cambridge dataset also uses a large amount of input from national statistical sources to fill the missing values.
The results for the RBF model are shown in Table 4 for a large amount of input data and 100 neurons in the input layer.
