update readme and pics
diff --git a/README.md b/README.md
index f233de7..5ab3f5a 100644
--- a/README.md
+++ b/README.md
@@ -66,3 +66,12 @@
![Hack soc](pics/project.jpg)
+## teras
+
+* Author: Louis Ledoux AKA Binaryman
+* Github: https://github.com/Bynaryman/wrapped_teras
+* commit: 766588bd8519682347ea15680258cd97004fc377
+* Description: matrix multiply unit with exact accumulators, no intermediate roundings, fused-dot-products, and posit arithmetic
+
+![teras](pics/teras_4x3.png)
+
diff --git a/pics/multi_macro.png b/pics/multi_macro.png
index 79fda69..e6fe31a 100644
--- a/pics/multi_macro.png
+++ b/pics/multi_macro.png
Binary files differ
diff --git a/pics/multi_macro_annotated.png b/pics/multi_macro_annotated.png
index a35debc..74ba753 100644
--- a/pics/multi_macro_annotated.png
+++ b/pics/multi_macro_annotated.png
Binary files differ
diff --git a/pics/teras_4x3.png b/pics/teras_4x3.png
new file mode 100644
index 0000000..e69de29
--- /dev/null
+++ b/pics/teras_4x3.png