diff --git a/xedocs/schemas/corrections/som_network.py b/xedocs/schemas/corrections/som_network.py
new file mode 100644
index 0000000..5cc3bf0
--- /dev/null
+++ b/xedocs/schemas/corrections/som_network.py
@@ -0,0 +1,15 @@
+"""
+Algorithm which uses a pretrained weightcube from the output of a 
+Self-Organizing Map to classify peaklets as one of several SOM_types,
+as well as classifying those types into either an S1 or an S2
+"""
+
+from .base_references import BaseResourceReference
+
+
+class SOMClassifier(BaseResourceReference):
+    _ALIAS = 'som_classifiers'
+    fmt = 'binary'
+    
+    value: str
+