diff --git a/SpiNNaker/ExractTheWeights.ipynb b/SpiNNaker/ConvertTheWeights.ipynb
similarity index 98%
rename from SpiNNaker/ExractTheWeights.ipynb
rename to SpiNNaker/ConvertTheWeights.ipynb
index ab774dee782897038a9f31f802b18475eda58070..53c37c2c6c2f85a86b3ebeb2b5fc8b4b122509dd 100644
--- a/SpiNNaker/ExractTheWeights.ipynb
+++ b/SpiNNaker/ConvertTheWeights.ipynb
@@ -43,8 +43,8 @@
    "source": [
     "import SpiNNakerHelpers as mySpiNNaker\n",
     "\n",
-    "input_files_name=['weights_fc1_0_0_25_0.7', 'weights_fc1_1_1_25_0.7']\n",
-    "output_files_name=['weights_fc1_0_0_25_0.7_not_transposed.txt',  'weights_fc1_1_1_25_0.7_not_transposed.txt']\n",
+    "input_files_name=['weights_fc1_baseline', 'weights_fc1_compressed']\n",
+    "output_files_name=['weights_fc1_baseline.txt',  'weights_fc1_compressed.txt']\n",
     "a=mySpiNNaker.Extract_ConnectionFiles(input_files_name, output_files_name, Input_size=784, Output_size=400, n_samples_to_plot=4, Transpoed=True, Inpute_shape={'x':28, 'y':28} )\n"
    ]
   },
@@ -89,17 +89,10 @@
    "source": [
     "\n",
     "\n",
-    "input_files_name=[ 'weights_fc2_0_0_25_0.7', 'weights_fc2_1_1_25_0.7']\n",
-    "output_files_name=['weights_fc2_0_0_25_0.7_not_transposed.txt', 'weights_fc2_1_1_25_0.7_not_transposed.txt']\n",
+    "input_files_name=[ 'weights_fc2_baseline', 'weights_fc2_compressed']\n",
+    "output_files_name=['weights_fc2_baseline.txt', 'weights_fc2_compressed.txt']\n",
     "a=mySpiNNaker.Extract_ConnectionFiles(input_files_name, output_files_name, Input_size=400, Output_size=1600, n_samples_to_plot=9, Transpoed=False, Inpute_shape={'x':20, 'y':20} )\n"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {
diff --git a/SpiNNaker/weights_fc1_0_0_25_0.7_not_transposed.txt b/SpiNNaker/weights_fc1_baselin.txt
similarity index 100%
rename from SpiNNaker/weights_fc1_0_0_25_0.7_not_transposed.txt
rename to SpiNNaker/weights_fc1_baselin.txt
diff --git a/SpiNNaker/weights_fc1_0_0_25_0.7 b/SpiNNaker/weights_fc1_baseline
similarity index 100%
rename from SpiNNaker/weights_fc1_0_0_25_0.7
rename to SpiNNaker/weights_fc1_baseline
diff --git a/SpiNNaker/weights_fc1_1_1_25_0.7 b/SpiNNaker/weights_fc1_compressed
similarity index 100%
rename from SpiNNaker/weights_fc1_1_1_25_0.7
rename to SpiNNaker/weights_fc1_compressed
diff --git a/SpiNNaker/weights_fc1_1_1_25_0.7_not_transposed.txt b/SpiNNaker/weights_fc1_compressed.txt
similarity index 100%
rename from SpiNNaker/weights_fc1_1_1_25_0.7_not_transposed.txt
rename to SpiNNaker/weights_fc1_compressed.txt
diff --git a/SpiNNaker/weights_fc2_0_0_25_0.7 b/SpiNNaker/weights_fc2_baseline
similarity index 100%
rename from SpiNNaker/weights_fc2_0_0_25_0.7
rename to SpiNNaker/weights_fc2_baseline
diff --git a/SpiNNaker/weights_fc2_0_0_25_0.7_not_transposed.txt b/SpiNNaker/weights_fc2_baseline.txt
similarity index 100%
rename from SpiNNaker/weights_fc2_0_0_25_0.7_not_transposed.txt
rename to SpiNNaker/weights_fc2_baseline.txt
diff --git a/SpiNNaker/weights_fc2_1_1_25_0.7 b/SpiNNaker/weights_fc2_compressed
similarity index 100%
rename from SpiNNaker/weights_fc2_1_1_25_0.7
rename to SpiNNaker/weights_fc2_compressed
diff --git a/SpiNNaker/weights_fc2_1_1_25_0.7_not_transposed.txt b/SpiNNaker/weights_fc2_compressed.txt
similarity index 100%
rename from SpiNNaker/weights_fc2_1_1_25_0.7_not_transposed.txt
rename to SpiNNaker/weights_fc2_compressed.txt