diff --git a/windows1809/cuda-devel/Dockerfile b/windows1809/cuda-devel/Dockerfile
index 0cccbc59bdeaba20f1938280b0e6834148aad464..add2b783971c007c1ab64099365fb1dcb3f59890 100644
--- a/windows1809/cuda-devel/Dockerfile
+++ b/windows1809/cuda-devel/Dockerfile
@@ -1,14 +1,14 @@
 FROM git.imp.fu-berlin.de:5000/bioroboticslab/robofish/docker:base-windows1809
 
 RUN [Net.ServicePointManager]::SecurityProtocol = [Net.SecurityProtocolType]::Tls12; \
-    (New-Object Net.WebClient).DownloadFile('https://developer.nvidia.com/compute/cuda/10.1/Prod/network_installers/cuda_10.1.105_win10_network.exe', 'C:/cuda_10.1.105_win10_network.exe'); \
-    (New-Object Net.WebClient).DownloadFile('https://developer.download.nvidia.com/compute/redist/cudnn/v7.5.0/cudnn-10.1-windows10-x64-v7.5.0.56.zip', 'C:/cudnn-10.1-windows10-x64-v7.5.0.56.zip'); \
-    Start-Process C:/cuda_10.1.105_win10_network.exe -NoNewWindow -Wait -ArgumentList '-s nvcc_10.1 cublas_10.1 cublas_dev_10.1 cudart_10.1 cufft_10.1 cufft_dev_10.1 curand_10.1 curand_dev_10.1 cusolver_10.1 cusolver_dev_10.1 cusparse_10.1 cusparse_dev_10.1 npp_10.1 npp_dev_10.1 nvrtc_10.1 nvrtc_dev_10.1 nvml_dev_10.1'; \
-    Remove-Item -Force C:/cuda_10.1.105_win10_network.exe; \
-    7z x C:/cudnn-10.1-windows10-x64-v7.5.0.56.zip; \
+    (New-Object Net.WebClient).DownloadFile('https://developer.download.nvidia.com/compute/cuda/10.1/Prod/network_installers/cuda_10.1.243_win10_network.exe', 'C:/cuda_10.1.243_win10_network.exe'); \
+    (New-Object Net.WebClient).DownloadFile('https://developer.download.nvidia.com/compute/redist/cudnn/v7.6.1/cudnn-10.1-windows10-x64-v7.6.1.34.zip', 'C:/cudnn-10.1-windows10-x64-v7.6.1.34.zip'); \
+    Start-Process C:/cuda_10.1.243_win10_network.exe -NoNewWindow -Wait -ArgumentList '-s nvcc_10.1 cublas_10.1 cublas_dev_10.1 cudart_10.1 cufft_10.1 cufft_dev_10.1 curand_10.1 curand_dev_10.1 cusolver_10.1 cusolver_dev_10.1 cusparse_10.1 cusparse_dev_10.1 npp_10.1 npp_dev_10.1 nvrtc_10.1 nvrtc_dev_10.1 nvml_dev_10.1'; \
+    Remove-Item -Force C:/cuda_10.1.243_win10_network.exe; \
+    7z x C:/cudnn-10.1-windows10-x64-v7.6.1.34.zip; \
     Copy-Item -Force -Recurse "./cuda/*" "$([Environment]::GetEnvironmentVariable('CUDA_PATH', [EnvironmentVariableTarget]::Machine))"; \
     Remove-Item -Force -Recurse "./cuda"; \
-    Remove-Item -Force C:/cudnn-10.1-windows10-x64-v7.5.0.56.zip
+    Remove-Item -Force C:/cudnn-10.1-windows10-x64-v7.6.1.34.zip
 
 COPY opengl32.dll C:/Windows/System32/opengl32.dll
 COPY glu32.dll C:/Windows/System32/glu32.dll