# (2015. 7) Highway Networks

* published in 2015. 7
* Rupesh Kumar Srivastava, Klaus Greff and Jürgen Schmidhuber

## Simple Summary

![images](/files/-LRazLDtdiowtuP1iPWz)

* Highway networks allow unimpeded information flow across many layers on information highways (inspired by LSTMs).
* Apply LSTM-like gating to networks layers. Transform gate T and carry gate C.
* A highway layer in TensorBoard.

![images](/files/-LRazLDvoWtx6RMfTBVd)


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://humanbrain.gitbook.io/notes/notes/model/highway_networks.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.