diff --git a/main.tex b/main.tex
index 7bb5e32..de981ec 100644
--- a/main.tex
+++ b/main.tex
@@ -184,8 +184,8 @@ Significant CPU speedup on both systems is achieved with OpenMP, and further ecl
 On modern GPUs, this speedup justifies the significant CUDA time investment.
 
 
-\section*{Acknowledgment}
-This work was supported by the NVIDIA GPU Center of Excellence, the NCSA Petascale Improvement Discovery Program, and the IBM-Illinois Center for Cognitive Computing Systems Research (C3SR).
+\section*{Acknowledgments}
+This work was supported by the NVIDIA GPU Center of Excellence, the NCSA Petascale Improvement Discovery Program, and the IBM-Illinois Center for Cognitive Computing Systems Research (C3SR)- a research collaboration as part of the IBM Cognitive Horizon Network.
 
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