diff --git a/CHANGELOG.md b/CHANGELOG.md
index d0ccafd..d3a5dd9 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,4 +1,4 @@
-# Upcoming
+# 3.4.0 - Bug fixes and improvements
---
#### Global
- Removed implicit softmax from last layer, to allow multi-variate regression (#42)
diff --git a/README.md b/README.md
index c4b3970..81c04cf 100644
--- a/README.md
+++ b/README.md
@@ -771,11 +771,6 @@ const {minValue, maxValue} = NetUtil.normalize(data)
---
More and more features will be added, as time goes by, and I learn more. General improvements and optimizations will be added throughout. Breaking changes will be documented. Check the changelog to see the history of added features.
-##### Short term
-The next big feature is a version which uses the GPU for computations via WebGL.
-
-##### Long term
-A WebAssembly+WebGL version, using shaders to run computations on the GPU.
## Contributing
---
diff --git a/examples/multiInstance/multiple.html b/examples/multiInstance/multiple.html
index 022a9d3..2f2ae95 100644
--- a/examples/multiInstance/multiple.html
+++ b/examples/multiInstance/multiple.html
@@ -1,7 +1,7 @@
- jsNet - MMultiple WASM instances example
+ jsNet - Multiple WASM instances example
diff --git a/package.json b/package.json
index 258ce53..ec508e8 100644
--- a/package.json
+++ b/package.json
@@ -1,6 +1,6 @@
{
"name": "jsnet",
- "version": "3.3.6",
+ "version": "3.4.0",
"description": "Javascript based deep learning framework for basic and convolutional neural networks.",
"scripts": {
"test": "npm run js-tests && npm run wa-tests",