sparse processes

USAGE SUMMARY

The phrase "sparse processes" is correct and usable in written English.
It can be used in contexts discussing efficiency, resource allocation, or minimalism in various fields such as computing, data analysis, or project management. Example: "The system operates on sparse processes to optimize performance and reduce resource consumption."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

Additionally, sparse processes are also visible extending into the MoXII from both the fastigial and dentate tracing by the Allen Institute.

eLife

It is important to note that we were not able to reproducibly visualize neurons with elaborate arbors over multiple neuropils and only diffuse and sparse processes in the MB lobes, such as octopaminergic neurons and SIFamide peptidergic neurons (data not shown).

eLife

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

(4) The data of these nearest neighbors would be sparse processed.

EURASIP Journal on Embedded Systems

The use of modelling opens up great opportunities for making maximum use of sparse process data, for optimum co-selection of material and process, and for providing the designer with feedback on the likely influence of processing on the viability and cost of a design as well as indicating trial processing parameters.

Progress in Materials Science

The number of basis functions is adaptively determined by minimizing the number of nonzero components in the coefficient vector during the sparse regularization process.

Journal of Sound and Vibration

The velocity model, which represents the relationship between true vehicle velocity and input command, is learned with an on-line sparse Gaussian process (GP).

IFAC-PapersOnLine

This reduced-space boundary value problem (BVP) approach allows an efficient and robust solution of multistage optimal control and design optimization problems for large, sparse DAE process models of index one.

Computers & Chemical Engineering

Given that dynamic texture and statistical noise are typically distributed through the entire space anisotropically, their influence on an actual signal will be obviously weakened after application of the sparse projection process.

EURASIP Journal on Image and Video Processing

From the results got from Figures 17 and 18, we conclude that in the nested sparse sampling process, besides its advantage of less samplers, with N1 and N2 chosen larger, the bandwidth of the PSD occupied will becomes narrower, which increases the spectrum efficiency.

EURASIP Journal on Wireless Communications and Networking

While user experience is put to the forefront, the paper is quite sparse on the processes and on citations regarding HCI.

F1000Research

As elegantly demonstrated in a study of low threshold mechanosensory neurons, the combined use of this ex vivo preparation and genetically-based cell identification permits both sparse labeling of processes for morphologic analysis and labeling of cell bodies for correlation with electrophysiology (Li et al., 2011).

eLife

Expert writing Tips

Best practice

When describing complex systems, use "sparse processes" to highlight efficiency and resource optimization. This suggests a deliberate reduction in unnecessary steps or components.

Common error

Avoid using "sparse processes" when you simply mean 'few' or 'infrequent'. Sparsity implies a deliberate optimization or reduction of elements, not just a low quantity.

Linguistic Context

The phrase "sparse processes" functions as a descriptor, modifying the noun "processes" to indicate that they are lean, efficient, and optimized. As Ludwig AI confirms, the phrase is usable in written English. The examples show the phrase used in scientific contexts.

Expression frequency: Rare

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Ludwig's WRAP-UP

In summary, "sparse processes" is a grammatically correct and usable phrase, primarily found in scientific contexts, where it describes efficient and optimized procedures. Ludwig AI confirms its validity. While its usage is currently rare, understanding its specific meaning—indicating deliberate resource optimization—is crucial to avoid misapplication. To improve efficiency, consider alternatives like "minimal procedures" or "streamlined operations" depending on the specific aspect you want to emphasize.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

minimal procedures

Focuses on reducing the number of steps or actions involved.

lean workflows

Emphasizes efficiency and the elimination of waste in a process.

streamlined operations

Highlights the smoothness and efficiency of a process.

simplified procedures

Focuses on making the process easier to understand and execute.

optimized routines

Highlights the efficiency and performance of recurring processes.

reduced protocols

Emphasizes the decrease in the number or complexity of steps in a protocol.

lightweight operations

Indicates that the operations are not resource intensive.

economical methods

Focuses on cost-effectiveness and resource conservation.

efficient mechanisms

Emphasizes the effectiveness and productivity of the processes.

bare-bones systems

Suggests a system reduced to its most essential components.

FAQs

How can "sparse processes" improve system efficiency?

By minimizing unnecessary steps and components, "sparse processes" reduce resource consumption and processing time, leading to improved overall system efficiency.

What is the difference between "sparse processes" and "minimal processes"?

"Sparse processes" emphasizes the optimized distribution of elements, while "minimal processes" focuses on reducing the overall number of processes to the bare minimum.

In what contexts is the term "sparse processes" most appropriate?

The term "sparse processes" is particularly appropriate in technical fields like computer science, engineering, and data analysis, where efficiency and resource optimization are critical.

What are some strategies for implementing "sparse processes" in a project?

Strategies include eliminating redundant tasks, streamlining workflows, and using resource-efficient algorithms. Regularly evaluate processes to identify and remove inefficiencies.