Generated on February 04 2026 16:39 PM
Old data? UPDATE !
The score is 41/100
Title
Sinabs Is Not A Brain Simulator — 3.1.3
Length : 39
Perfect, your title contains between 10 and 70 characters.
Description
Length : 0
Very bad. We haven't found meta description on your page. Use this free online meta tags generator to create description.
Keywords
Very bad. We haven't found meta keywords on your page. Use this free online meta tags generator to create keywords.
Og Meta Properties
This page does not take advantage of Og Properties. This tags allows social crawler's better structurize your page. Use this free og properties generator to create them.
Headings
| H1 | H2 | H3 | H4 | H5 | H6 |
| 9 | 1 | 0 | 0 | 0 | 0 |
Images
We found 12 images on this web page.
4 alt attributes are empty or missing. Add alternative text so that search engines can better understand the content of your images.
Text/HTML Ratio
Ratio : 11%
This page's ratio of text to HTML code is below 15 percent, this means that your website probably needs more text content.
Flash
Perfect, no Flash content has been detected on this page.
Iframe
Great, there are no Iframes detected on this page.
URL Rewrite
Good. Your links looks friendly!
Underscores in the URLs
We have detected underscores in your URLs. You should rather use hyphens to optimize your SEO.
In-page links
We found a total of 124 links including 0 link(s) to files
| Anchor | Type | Juice |
|---|---|---|
| Skip to main content | Internal | Passing Juice |
| Installation | Internal | Passing Juice |
| Fundamentals of Sinabs | Internal | Passing Juice |
| A quick (and over-simplified) introduction to spiking neurons | Internal | Passing Juice |
| Quickstart Sinabs | Internal | Passing Juice |
| Python versions, pyenv and pipenv | Internal | Passing Juice |
| Overview | Internal | Passing Juice |
| The Basics | Internal | Passing Juice |
| Advanced | Internal | Passing Juice |
| Dangers | Internal | Passing Juice |
| Dynapcnn Visualizer | Internal | Passing Juice |
| Specksim | Internal | Passing Juice |
| FAQs | Internal | Passing Juice |
| Troubleshooting and Tips | Internal | Passing Juice |
| Chip Errata(Hardware Bugs) | Internal | Passing Juice |
| Available Network Architecture | Internal | Passing Juice |
| Available Operations | Internal | Passing Juice |
| Device Management | Internal | Passing Juice |
| Output Monitoring | Internal | Passing Juice |
| Save Samna Config As Binary | Internal | Passing Juice |
| How to add support for a new chip | Internal | Passing Juice |
| How To Leak The Neurons On The Devkit | Internal | Passing Juice |
| Neuron models | Internal | Passing Juice |
| Exponential Leaky Layer (ExpLeak) | Internal | Passing Juice |
| Adaptive Leaky Integrate and Fire (ALIF) | Internal | Passing Juice |
| Integrate and Fire (IAF) | Internal | Passing Juice |
| Leaky Integrate and Fire (LIF) | Internal | Passing Juice |
| Utility Function | Internal | Passing Juice |
| Spike functions | Internal | Passing Juice |
| MultiSpike | Internal | Passing Juice |
| SingleSpike | Internal | Passing Juice |
| MaxSpike | Internal | Passing Juice |
| Surrogate gradient functions | Internal | Passing Juice |
| Gaussian | Internal | Passing Juice |
| Heaviside | Internal | Passing Juice |
| MultiGaussian | Internal | Passing Juice |
| SingleExponential | Internal | Passing Juice |
| PeriodicExponential | Internal | Passing Juice |
| Training by backpropagation through time (BPTT) | Internal | Passing Juice |
| Converting an ANN to an SNN | Internal | Passing Juice |
| Training NMNIST for deployment on Speck using EXODUS | Internal | Passing Juice |
| Scaling parameters for rate-coded conversion to SNNs | Internal | Passing Juice |
| Import a model from NIR and deploy it to SPECK | Internal | Passing Juice |
| sinabs Tutorial 使用入门 | Internal | Passing Juice |
| Hardware Tutorials | Internal | Passing Juice |
| Quick Start With N-MNIST | Internal | Passing Juice |
| Visualize DVS Input | Internal | Passing Juice |
| Play With Speck’s DVS | Internal | Passing Juice |
| Power Monitoring | Internal | Passing Juice |
| Spike Count Visualization | Internal | Passing Juice |
| Using Readout Layer | Internal | Passing Juice |
| Training an ANN with fewer SynOps | Internal | Passing Juice |
| Training an SNN with fewer SynOps and monitoring the firing rate | Internal | Passing Juice |
| Add custom hooks to monitor network properties | Internal | Passing Juice |
| Change activations in spiking layers | Internal | Passing Juice |
| network | Internal | Passing Juice |
| layers | Internal | Passing Juice |
| StatefulLayer | Internal | Passing Juice |
| SqueezeMixin | Internal | Passing Juice |
| IAF | Internal | Passing Juice |
| IAFSqueeze | Internal | Passing Juice |
| IAFRecurrent | Internal | Passing Juice |
| LIF | Internal | Passing Juice |
| LIFSqueeze | Internal | Passing Juice |
| LIFRecurrent | Internal | Passing Juice |
| ALIF | Internal | Passing Juice |
| ALIFRecurrent | Internal | Passing Juice |
| ExpLeak | Internal | Passing Juice |
| ExpLeakSqueeze | Internal | Passing Juice |
| SpikingMaxPooling2dLayer | Internal | Passing Juice |
| SumPool2d | Internal | Passing Juice |
| Img2SpikeLayer | Internal | Passing Juice |
| Sig2SpikeLayer | Internal | Passing Juice |
| Cropping2dLayer | Internal | Passing Juice |
| Repeat | Internal | Passing Juice |
| FlattenTime | Internal | Passing Juice |
| UnflattenTime | Internal | Passing Juice |
| NeuromorphicReLU | Internal | Passing Juice |
| QuantizeLayer | Internal | Passing Juice |
| activation | Internal | Passing Juice |
| SingleSpike | Internal | Passing Juice |
| MultiSpike | Internal | Passing Juice |
| MaxSpike | Internal | Passing Juice |
| MembraneReset | Internal | Passing Juice |
| MembraneSubtract | Internal | Passing Juice |
| SingleExponential | Internal | Passing Juice |
| PeriodicExponential | Internal | Passing Juice |
| Heaviside | Internal | Passing Juice |
| Gaussian | Internal | Passing Juice |
| MultiGaussian | Internal | Passing Juice |
| from_torch | Internal | Passing Juice |
| hooks | Internal | Passing Juice |
| SynOpCounter | Internal | Passing Juice |
| utils | Internal | Passing Juice |
| nir | Internal | Passing Juice |
| sinabs.backend.dynapcnn | Internal | Passing Juice |
| chip_factory | Internal | Passing Juice |
| config_builder | Internal | Passing Juice |
| crop2d | Internal | Passing Juice |
| discretize | Internal | Passing Juice |
| dvs_layer | Internal | Passing Juice |
| dynapcnn_network | Internal | Passing Juice |
| dynapcnn_layer | Internal | Passing Juice |
| exceptions | Internal | Passing Juice |
| flipdims | Internal | Passing Juice |
| io | Internal | Passing Juice |
| mapping | Internal | Passing Juice |
| utils | Internal | Passing Juice |
| dynapcnn_visualizer | Internal | Passing Juice |
| specksim | Internal | Passing Juice |
| About this project | Internal | Passing Juice |
| How is Sinabs different? | Internal | Passing Juice |
| Contributing to sinabs | Internal | Passing Juice |
| Release notes | Internal | Passing Juice |
| Getting started | Internal | Passing Juice |
| Speck/Dynap-CNN DevKits | Internal | Passing Juice |
| Tutorials | Internal | Passing Juice |
| Plugins | Internal | Passing Juice |
| API reference | Internal | Passing Juice |
| About | Internal | Passing Juice |
| Contact | Internal | Passing Juice |
| # | Internal | Passing Juice |
| Rockpool | External | Passing Juice |
| EXODUS | External | Passing Juice |
Keywords Cloud
neurons training sinabs leaky monitoring speck network integrate how fire
Keywords Consistency
| Keyword | Content | Title | Keywords | Description | Headings |
|---|---|---|---|---|---|
| sinabs | 8 | ![]() |
![]() |
![]() |
![]() |
| how | 5 | ![]() |
![]() |
![]() |
![]() |
| training | 4 | ![]() |
![]() |
![]() |
![]() |
| leaky | 3 | ![]() |
![]() |
![]() |
![]() |
| integrate | 3 | ![]() |
![]() |
![]() |
![]() |
Url
Domain : sinabs.ai
Length : 9
Favicon
Great, your website has a favicon.
Printability
We could not find a Print-Friendly CSS.
Language
Good. Your declared language is en.
Dublin Core
This page does not take advantage of Dublin Core.
Doctype
HTML 5
Encoding
Perfect. Your declared charset is UTF-8.
W3C Validity
Errors : 0
Warnings : 0
Email Privacy
Great no email address has been found in plain text!
Deprecated HTML
Great! We haven't found deprecated HTML tags in your HTML.
Speed Tips
![]() |
Excellent, your website doesn't use nested tables. |
![]() |
Perfect. No inline css has been found in HTML tags! |
![]() |
Too bad, your website has too many CSS files (more than 4). |
![]() |
Too bad, your website has too many JS files (more than 6). |
![]() |
Too bad, your website does not take advantage of gzip. |
Mobile Optimization
![]() |
Apple Icon |
![]() |
Meta Viewport Tag |
![]() |
Flash content |
XML Sitemap
Great, your website has an XML sitemap.
| https://sinabs.readthedocs.io/sitemap.xml |
Robots.txt
https://sinabs.ai/robots.txt
Great, your website has a robots.txt file.
Analytics
Missing
We didn't detect an analytics tool installed on this website.
Web analytics let you measure visitor activity on your website. You should have at least one analytics tool installed, but It can also be good to install a second in order to cross-check the data.
Free SEO Testing Tool is a free SEO tool which provides you content analysis of the website.