From dc895f5d2edcf0ff929b5de97bc8ed7492ebb0bc Mon Sep 17 00:00:00 2001
From: Matthias Guillitte <matthias@guillitte.com>
Date: Tue, 12 May 2026 12:45:09 +0200
Subject: [PATCH] Update docs

---
 README.md | 18 ++++++++++--------
 1 file changed, 10 insertions(+), 8 deletions(-)

diff --git a/README.md b/README.md
index 9e1bd7d..4fa5c9c 100644
--- a/README.md
+++ b/README.md
@@ -1,35 +1,37 @@
+## Gradient backpropagation
+
 ```json
 {
   "model": {
     "new": true,
-    "parameters": [10, 5, 1], // [input neurons, hidden neurons, output neuron]
-    "path": "C:/HEPL/RNA2/ANN-framework/src/main/resources/snapshots/snapshot-test.json"
+    "parameters": [10, 5, 5, 1], // [input neurons, hidden neurons 1, hidden neurons 2, hidden neurons 3, hidden neurons ..., output neuron] 
+    "path": "./src/main/resources/snapshots/snapshot-test.json"
   },
   "training" : {
     "learning_rate" : 0.002,
     "max_epoch" : 5000
   },
   "dataset" : {
-    "path" : "C:/HEPL/RNA2/ANN-framework/src/main/resources/assets/and.csv"
+    "path" : "./src/main/resources/assets/and.csv"
   }
 }
 ```
 
+## Others
 
-2 
-```
+```json
 {
   "model": {
     "new": true,
-    "parameters": [1],
-    "path": "C:/HEPL/RNA2/ANN-framework/src/main/resources/snapshots/snapshot-test.json"
+    "parameters": [1], // [neurons]
+    "path": "./src/main/resources/snapshots/snapshot-test.json"
   },
   "training" : {
     "learning_rate" : 0.002,
     "max_epoch" : 5000
   },
   "dataset" : {
-    "path" : "C:/HEPL/RNA2/ANN-framework/src/main/resources/assets/and.csv"
+    "path" : "./src/main/resources/assets/and.csv"
   }
 }
 ```
\ No newline at end of file