diff --git a/CHANGELOG.md b/CHANGELOG.md
index 1564f5ec..7e2b77db 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,8 +7,10 @@ This project adheres to [Semantic Versioning](http://semver.org/).
 [Unreleased][unreleased]
 -------------------------------------------------------------------------
 ### Changed
+- Added flexible and complete verification options during decode #131
+- Added support for PS256, PS384, and PS512 algorithms. #132
 - Added this CHANGELOG.md file
-- Added flexible and complete verification options. #131
+
 
 ### Fixed
 - Placeholder
diff --git a/README.md b/README.md
index 5ae0b40e..22d088be 100644
--- a/README.md
+++ b/README.md
@@ -63,7 +63,7 @@ except jwt.InvalidTokenError:
 ```
 
 You may also override exception checking via an `options` dictionary.  The default
-options are as follows: 
+options are as follows:
 
 ```python
 options = {
@@ -112,6 +112,9 @@ currently supports:
 * RS256 - RSASSA-PKCS1-v1_5 signature algorithm using SHA-256 hash algorithm
 * RS384 - RSASSA-PKCS1-v1_5 signature algorithm using SHA-384 hash algorithm
 * RS512 - RSASSA-PKCS1-v1_5 signature algorithm using SHA-512 hash algorithm
+* PS256 - RSASSA-PSS signature using SHA-256 and MGF1 padding with SHA-256  
+* PS384 - RSASSA-PSS signature using SHA-384 and MGF1 padding with SHA-384
+* PS512 - RSASSA-PSS signature using SHA-512 and MGF1 padding with SHA-512
 
 ### Encoding
 You can specify which algorithm you would like to use to sign the JWT