# Model overview

In this paper, we utilized a combination of CNN and LSTM layers. Therefore, before presenting our methodology, we will introduce the concepts of CNN and LSTM.

## Our findings

{% content-ref url="model-overview/convolutional-neural-network-cnn" %}
[convolutional-neural-network-cnn](https://whitepaper.minervaai.finance/studies-and-findings/model-overview/convolutional-neural-network-cnn)
{% endcontent-ref %}

{% content-ref url="model-overview/dropout-techniques" %}
[dropout-techniques](https://whitepaper.minervaai.finance/studies-and-findings/model-overview/dropout-techniques)
{% endcontent-ref %}

{% content-ref url="model-overview/long-short-term-memory-lstm" %}
[long-short-term-memory-lstm](https://whitepaper.minervaai.finance/studies-and-findings/model-overview/long-short-term-memory-lstm)
{% endcontent-ref %}

{% content-ref url="model-overview/methodology" %}
[methodology](https://whitepaper.minervaai.finance/studies-and-findings/model-overview/methodology)
{% endcontent-ref %}

{% content-ref url="model-overview/data-collection-and-merging" %}
[data-collection-and-merging](https://whitepaper.minervaai.finance/studies-and-findings/model-overview/data-collection-and-merging)
{% endcontent-ref %}

{% content-ref url="model-overview/model-architecture" %}
[model-architecture](https://whitepaper.minervaai.finance/studies-and-findings/model-overview/model-architecture)
{% endcontent-ref %}

{% content-ref url="model-overview/dataset-and-parameter-optimization" %}
[dataset-and-parameter-optimization](https://whitepaper.minervaai.finance/studies-and-findings/model-overview/dataset-and-parameter-optimization)
{% endcontent-ref %}

{% content-ref url="model-overview/results-and-discussion" %}
[results-and-discussion](https://whitepaper.minervaai.finance/studies-and-findings/model-overview/results-and-discussion)
{% endcontent-ref %}

{% content-ref url="model-overview/trading-philosophy-and-method" %}
[trading-philosophy-and-method](https://whitepaper.minervaai.finance/studies-and-findings/model-overview/trading-philosophy-and-method)
{% endcontent-ref %}

{% content-ref url="model-overview/basic-algorithm" %}
[basic-algorithm](https://whitepaper.minervaai.finance/studies-and-findings/model-overview/basic-algorithm)
{% endcontent-ref %}

{% content-ref url="model-overview/results" %}
[results](https://whitepaper.minervaai.finance/studies-and-findings/model-overview/results)
{% endcontent-ref %}

## Get Started