Update README.md

README.md

@@ -50,6 +50,9 @@ Operators
 Halide Binary Convolution
 - The CNTK build can now use optional [Halide](http://halide-lang.org/) libraries to build ``Cntk.BinaryConvolution.so/dll`` library that can be used with the ``netopt`` module. The library contains optimized binary convolution operators that perform better than the python based binarized convolution operators. To enable Halide in the build, please download [Halide release](https://github.com/halide/Halide/releases) and set ``HALIDE_PATH`` environment varibale before starting a build. In Linux, you can use ``./configure --with-halide[=directory]`` to enable it. For more information on how to use this feature, please refer to [How_to_use_network_optimization](https://github.com/Microsoft/CNTK/blob/master/Manual/Manual_How_to_use_network_optimizations.ipynb).
 
+See more in the [Release Notes](https://docs.microsoft.com/en-us/cognitive-toolkit/ReleaseNotes/CNTK_2_4_Release_Notes).
+Get the Release from the [CNTK Releases page](https://github.com/Microsoft/CNTK/releases).
+
 
 ***2018-01-22.*** CNTK support for CUDA 9