Grid[
Map[MatrixPlot[#,Frame->None]&,{{GaussianMatrix[50],GaussianMatrix[50,{1,0}]},
{GaussianMatrix[50,{0,1}],GaussianMatrix[50,{1,1}]}},{2}]
]