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doc/lenet.txt
@@ -543,7 +543,7 @@ the task.
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Filter Shape
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-Common filter shapes found in the litterature vary greatly, usually based on
+Common filter shapes found in the literature vary greatly, usually based on
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the dataset. Best results on MNIST-sized images (28x28) are usually in the 5x5
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range on the first layer, while natural image datasets (often with hundreds of pixels in each
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dimension) tend to use larger first-layer filters of shape 12x12 or 15x15.
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