at intermediate layers

USAGE SUMMARY

The phrase "at intermediate layers" is correct and usable in written English.
It can be used in contexts related to processes, structures, or systems that involve multiple levels or stages, such as in machine learning or neural networks. Example: "The model's performance improves significantly when adjustments are made at intermediate layers."

✓ Grammatically correct

Science

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

Hidden layers (n) act as intermediate layers between the input vector layer and output layer.

Environmental Health: A Global Access Science Source

In contrast to the evolution of contributions at the two schema layers (Section 5.2.2), the evolution of the collaboration structures at these intermediate layers shows broader variance.

Journal of Internet Services and Applications

While the software developers remain active at these "intermediate" layers – in order to support the business domain experts, as the respective collaboration analysis (see Section 5.4.2) has revealed – in 2014 the majority of contributors at both participation-enabling layers are business domain experts.

Journal of Internet Services and Applications

This study also revealed the presence of intermediate layers of 26% WAlN – 74% WAlON at WAlN/WAlON interface and 60% WAlON – 40%Al2O33 at WAlON/Al2O3 interface.

Solar Energy Materials and Solar Cells

It was shown that the substrate with at least four intermediate layers of K-phase exhibits signs of stability such as negative enthalpy of formation and the Fermi level falling to minimum densities of states.

Nanoscale Research Letters

High-concentration indium exists at the intermediate layer as indium droplets, instead at the InGaN layer as a uniform thin film.

Nanoscale Research Letters

This process is also applicable to other corrosion-prone nanowires such as copper and aluminum nanowires, as well as for other metal nanowires where fabrication processes introduce intermediate layers at the contacts.

Nano-Micro Letters

In operation, the cervical flap is elevated at the intermediate layer between the platysma and the superficial adipofascia.

Journal of Plastic, Reconstructive & Aesthetic Surgery

Finally, though the above enhancements proved to be effective, it can anyhow happen that the above generalized DFE process fails, missing the correct detection at some intermediate layer.

EURASIP Journal on Wireless Communications and Networking

The algorithm essentially reduces the search space of exhaustive ML search by performing a trimmed search over the signal tree of N layers, where each tree node at the i th layer corresponds to a specific partial sequence X ( i ) and each tree node at the intermediate layer has |Ω|2 offsprings to the next layer.

EURASIP Journal on Advances in Signal Processing

Notably, in some dsRNA viruses, the jellyroll motif has been adopted as a domain in a stabilizer/adaptor protein that forms trimers located at an intermediate layer of viral capsids (Grimes et al., 1998; Mathieu et al., 2001; Liemann et al., 2002; Zhang et al., 2010a).

eLife

Expert writing Tips

Best practice

When discussing layered structures or processes, ensure that the term "at intermediate layers" is used to clearly indicate the location or activity occurring between the defined boundaries. For example, in describing a neural network, specify that "feature extraction occurs "at intermediate layers" before classification".

Common error

Ensure the context clearly defines what the "intermediate layers" are relative to. Without proper context, readers may misinterpret the location or function being described. Provide explicit details about the surrounding layers or boundaries to avoid confusion.

Linguistic Context

The phrase "at intermediate layers" functions primarily as an adverbial phrase, modifying a verb by specifying the location or level where an action or process occurs. Examples from Ludwig show it used in contexts describing locations within structures or processes.

Expression frequency: Missing

Frequent in

Science

97%

News & Media

1%

Formal & Business

1%

Less common in

Encyclopedias

1%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "at intermediate layers" is a grammatically correct and usable term, predominantly employed in scientific and technical writing to specify locations or processes within multi-layered systems. Although Ludwig AI confirms its validity, examples show that it's important to ensure the context clearly defines the layers being referred to, to prevent ambiguity. While less frequent in everyday language, the phrase finds solid ground in academic research, offering precise insight in complex structures. Common alternative includes "in the middle layers" which serve as simplified form, adapting to different level of formality.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

in the middle layers

Replaces "at intermediate" with a more common and less formal expression, while retaining the meaning of being situated in the middle.

within the intervening strata

Uses a more formal and technical term ("strata") for "layers" and "intervening" for "intermediate", implying a sequence or series of layers.

among the transitional levels

Substitutes "layers" with "levels" and "intermediate" with "transitional", suggesting a progression or change between stages.

between the surface and deep layers

Specifies the location more explicitly by defining the boundaries (surface and deep), rather than using the term "intermediate".

in the secondary stratum

Replaces "intermediate" with "secondary", implying an order or ranking of importance among the layers.

at the middle echelons

Employs "echelons", suggesting a hierarchical structure, and "middle" to indicate the position, deviating from the straightforward "layers".

within the median strata

Uses "median" to suggest a central position and "strata" as a formal equivalent to layers.

in the mid-level tiers

Replaces "layers" with "tiers" and uses "mid-level" to indicate the position within the structure.

among the interface zones

Focuses on the areas where different layers interact, rather than the layers themselves.

at the average planes

Suggests a position that's neither high nor low, focusing on the planar aspect rather than distinct layers.

FAQs

How can I rephrase "at intermediate layers" to sound more formal?

For a more formal tone, consider using phrases like "within the intervening strata" or "among the transitional levels". These options offer a more sophisticated vocabulary while maintaining the original meaning.

What does "at intermediate layers" mean in the context of neural networks?

In neural networks, "at intermediate layers" refers to the hidden layers between the input and output layers where complex feature extraction and processing occur. Adjustments "in the middle layers" can significantly improve the model's performance.

Is it correct to say "in intermediate layers" instead of "at intermediate layers"?

While "in intermediate layers" might sound grammatically correct, "at intermediate layers" is more commonly used and accepted, especially in technical and scientific contexts. Ludwig AI confirms the usability of "at intermediate layers" in written English.

What are some common applications of the concept of "at intermediate layers"?

The concept of "at intermediate layers" is widely applied in various fields, including material science (describing the composition of layered materials), computer science (referring to layers in neural networks or software architecture), and geology (describing strata in the earth's crust).