diff --git a/README.md b/README.md
index a77e7adb7db1701d4a443811f714adef0ec99d0e..53a9ad39f5668e2f2a4624a01c8ef285a226334c 100644
--- a/README.md
+++ b/README.md
@@ -87,9 +87,9 @@ python3 run.py <INPUT_DIR> <OUTPUT_DIR> <CONFIG_CSNN> <CONFIG_READOUT> [--seed=0
 ```
 The configuration files are in JSON format. Examples are provided in `scripts/config/`.
 
-For example, to train and test the SNN on MNIST:
+For example, to train the SNN on MNIST with `S2-STDP+PCN`:
 ```
-python3 run.py ../datasets/mnist/with-val/ logs/mnist/example/ config/MNIST/csnn-3/csnn.json config/MNIST/csnn-3/sstdp.json
+python3 run.py ../datasets/mnist/with-val/ logs/mnist/example/ config/MNIST/csnn-128/csnn.json config/MNIST/csnn-128/pcn-s2stdp.json
 ```
 
 ### Run the Readout only