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AmirmohammadHosseiniNeuroProject #1

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16 changes: 6 additions & 10 deletions README.md
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This repository is about project of computational neuroscience

## 1.Problem statement
explain your goal of project

spike detection
## 2.Related works
explores existing research and solutions related to your project

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## 3.Proposed Method

Specify spike shape, spike train, and spike statistics metrics

## 4.Implementation

### 4.1. Dataset
Under this subsection, you'll find information about the dataset used for your project. It includes details about the dataset source,task, channels, and number of trials.

(https://crcns.org/data-sets/vc/pvc-1)
### 4.2. Model
In this subsection, explain your model that you're goning to fit your dataset

we use k-means & PCA for clustring spikes
### 4.3. Evaluate
In the evaluation section, the methods and metrics used to assess the model's performance are detailed
For evaluation we used Silhouette Scores for k-means and pca clustering