From 57f67426cb4ac267b7b0ff7d6fa6f86486247ef1 Mon Sep 17 00:00:00 2001
From: Amirmohammadhosseini17
 <162306528+Amirmohammadhosseini17@users.noreply.github.com>
Date: Thu, 11 Jul 2024 00:00:56 +0330
Subject: [PATCH] Update README.md

---
 README.md | 16 ++++++----------
 1 file changed, 6 insertions(+), 10 deletions(-)

diff --git a/README.md b/README.md
index b7c2d2b..d938a15 100644
--- a/README.md
+++ b/README.md
@@ -2,21 +2,17 @@
 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
-
+ --
 ## 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