diff --git a/CHANGES.md b/CHANGES.md
index 104f97e..697f2df 100644
--- a/CHANGES.md
+++ b/CHANGES.md
@@ -1,3 +1,10 @@
+1.1.1 November 25, 2016
+=======================
+
+- Release fixes
+- Option to choose an OpenCL device
+- Install and uninstall CMake changes
+
 1.1  November, 2016
 ===================
 
diff --git a/CMakeLists.txt b/CMakeLists.txt
index 8e205d3..717a899 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -11,20 +11,21 @@ cmake_minimum_required(VERSION 3.1)
 
 project(OgmaNeo)
 set(CMAKE_VERBOSE_MAKEFILE OFF)
+
 set(CMAKE_MODULE_PATH "${CMAKE_CURRENT_SOURCE_DIR}/CMake")
 
-#if(NOT CMAKE_BUILD_TYPE)
-#    message(STATUS "CMAKE_BUILD_TYPE not set, setting it to Release")
-#    set(CMAKE_BUILD_TYPE Release)
-#endif()
-#message("Build type: ${CMAKE_BUILD_TYPE}")
+if(NOT CMAKE_BUILD_TYPE)
+    message("CMAKE_BUILD_TYPE not set, setting it to Release")
+    set(CMAKE_BUILD_TYPE Release)
+endif()
+message(STATUS "Build type: ${CMAKE_BUILD_TYPE}")
 
 if(CMAKE_SIZEOF_VOID_P EQUAL 8)
-  set(BITNESS 64)
+    set(BITNESS 64)
 else()
-  set(BITNESS 32)
+    set(BITNESS 32)
 endif()
-#message("Bitness: ${BITNESS}")
+message(STATUS "Bitness: ${BITNESS}")
 
 option(BUILD_SHARED_LIBS OFF)
 message(STATUS "Shared libs: ${BUILD_SHARED_LIBS}")
@@ -235,8 +236,10 @@ add_custom_target(OgmaOCLtoH ALL DEPENDS ${outFiles})
 
 # Find list of library source code
 file(GLOB_RECURSE LIBRARY_SRC
-    "source/*.h"
-    "source/*.cpp"
+    "source/neo/*.h"
+    "source/neo/*.cpp"
+    "source/system/*.h"
+    "source/system/*.cpp"
 )
 
 include_directories(SYSTEM "${PROJECT_SOURCE_DIR}/source")
@@ -265,9 +268,18 @@ endif()
 # and OpenCL to H file generation
 add_dependencies(OgmaNeo OgmaNeoSchemas OgmaOCLtoH)
 target_link_libraries(OgmaNeo ${OPENCL_LIBRARIES})
+
 set_property(TARGET OgmaNeo PROPERTY CXX_STANDARD 14)
 set_property(TARGET OgmaNeo PROPERTY CXX_STANDARD_REQUIRED ON)
 
+if(CMAKE_COMPILER_IS_GNUCC OR CMAKE_COMPILER_IS_GNUCXX)
+    if(BITNESS EQUAL 32)
+        set_target_properties(OgmaNeo PROPERTIES COMPILE_FLAGS "-m32" LINK_FLAGS "-m32")
+    else()
+        set_target_properties(OgmaNeo PROPERTIES COMPILE_FLAGS "-m64" LINK_FLAGS "-m64")
+    endif()
+endif()
+
 # Library install target
 install(TARGETS OgmaNeo
         RUNTIME DESTINATION bin
@@ -276,12 +288,12 @@ install(TARGETS OgmaNeo
 
 # Headers, incl. schema headers, install targets
 install(DIRECTORY "${PROJECT_SOURCE_DIR}/source/"
-        DESTINATION include
+        DESTINATION include/ogmaneo
         FILES_MATCHING PATTERN "*.h*")
 
 # 3rd party headers install targets
 install(DIRECTORY "${3RDPARTY_PATH}/include/"
-        DESTINATION include
+        DESTINATION include/ogmaneo
         FILES_MATCHING PATTERN "*.h*")
 
 # Uninstall target
@@ -290,5 +302,5 @@ configure_file(
     "${CMAKE_CURRENT_BINARY_DIR}/cmake_uninstall.cmake"
     IMMEDIATE @ONLY)
 
-add_custom_target(UNINSTALL
+add_custom_target(uninstall
     COMMAND ${CMAKE_COMMAND} -P ${CMAKE_CURRENT_BINARY_DIR}/cmake_uninstall.cmake)
diff --git a/README.md b/README.md
index d6c4df2..f676dba 100644
--- a/README.md
+++ b/README.md
@@ -10,7 +10,7 @@
 
 ## Introduction
 
-Welcome to [Ogma Intelligent Systems Corp](https://ogmacorp.com) OgmaNeo library. A C++ library that contains implementation(s) of Online Predictive Hierarchies, as described in the arXiv.org paper: [Feynman Machine: The Universal Dynamical Systems Computer](http://arxiv.org/abs/1609.03971).
+Welcome to [Ogma](https://ogmacorp.com) OgmaNeo library. A C++ library that contains implementation(s) of Online Predictive Hierarchies, as described in the arXiv.org paper: [Feynman Machine: The Universal Dynamical Systems Computer](http://arxiv.org/abs/1609.03971).
 
 The current release of this library contains a form of Sparse Predictive Hierarchies. Refer to the arXiv.org paper for further details.
 
@@ -232,7 +232,7 @@ Refer to the [CONTRIBUTING.md](https://github.com/ogmacorp/OgmaNeo/blob/master/C
 
 <a rel="license" href="http://creativecommons.org/licenses/by-nc-sa/4.0/"><img alt="Creative Commons License" style="border-width:0" src="https://i.creativecommons.org/l/by-nc-sa/4.0/88x31.png" /></a><br />The work in this repository is licensed under the <a rel="license" href="http://creativecommons.org/licenses/by-nc-sa/4.0/">Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License</a>. See the  [OGMANEO_LICENSE.md](https://github.com/ogmacorp/OgmaNeo/blob/master/OGMANEO_LICENSE.md) and [LICENSE.md](https://github.com/ogmacorp/OgmaNeo/blob/master/LICENSE.md) file for further information.
 
-Contact Ogma Intelligent Systems Corp licenses@ogmacorp.com to discuss commercial use and licensing options.
+Contact Ogma via licenses@ogmacorp.com to discuss commercial use and licensing options.
 
 The OgmaNeo library uses the Google [FlatBuffers](http://google.github.io/flatbuffers/) package that is licensed with an Apache License (Version 2.0). Refer to this [LICENSE.txt](https://github.com/google/flatbuffers/blob/master/LICENSE.txt) file for the full licensing text associated with the FlatBuffers package.
 
diff --git a/source/neo/Architect.cpp b/source/neo/Architect.cpp
index b94e8c6..29d3e86 100644
--- a/source/neo/Architect.cpp
+++ b/source/neo/Architect.cpp
@@ -245,22 +245,22 @@ std::shared_ptr<class Agent> Architect::generateAgent(std::unordered_map<std::st
 
             for (int i = 0; i < _actionLayers.size(); i++) {
                 if (_actionLayers[i]._params.find("a_radius") != _actionLayers[i]._params.end())
-                    aLayerDescs[l][i]._radius = std::stoi(_actionLayers[l]._params["a_radius"]);
+                    aLayerDescs[l][i]._radius = std::stoi(_actionLayers[i]._params["a_radius"]);
 
                 if (_actionLayers[i]._params.find("a_qAlpha") != _actionLayers[i]._params.end())
-                    aLayerDescs[l][i]._qAlpha = std::stof(_actionLayers[l]._params["a_qAlpha"]);
+                    aLayerDescs[l][i]._qAlpha = std::stof(_actionLayers[i]._params["a_qAlpha"]);
 
                 if (_actionLayers[i]._params.find("a_actionAlpha") != _actionLayers[i]._params.end())
-                    aLayerDescs[l][i]._actionAlpha = std::stof(_actionLayers[l]._params["a_actionAlpha"]);
+                    aLayerDescs[l][i]._actionAlpha = std::stof(_actionLayers[i]._params["a_actionAlpha"]);
 
                 if (_actionLayers[i]._params.find("a_qGamma") != _actionLayers[i]._params.end())
-                    aLayerDescs[l][i]._qGamma = std::stof(_actionLayers[l]._params["a_qGamma"]);
+                    aLayerDescs[l][i]._qGamma = std::stof(_actionLayers[i]._params["a_qGamma"]);
 
                 if (_actionLayers[i]._params.find("a_qLambda") != _actionLayers[i]._params.end())
-                    aLayerDescs[l][i]._qLambda = std::stof(_actionLayers[l]._params["a_qLambda"]);
+                    aLayerDescs[l][i]._qLambda = std::stof(_actionLayers[i]._params["a_qLambda"]);
 
                 if (_actionLayers[i]._params.find("a_actionLambda") != _actionLayers[i]._params.end())
-                    aLayerDescs[l][i]._actionLambda = std::stof(_actionLayers[l]._params["a_actionLambda"]);
+                    aLayerDescs[l][i]._actionLambda = std::stof(_actionLayers[i]._params["a_actionLambda"]);
             }
         }
         else {
diff --git a/source/neo/Architect.h b/source/neo/Architect.h
index 61ba84e..43e98ae 100644
--- a/source/neo/Architect.h
+++ b/source/neo/Architect.h
@@ -65,13 +65,13 @@ namespace ogmaneo {
         Resources()
         {}
 
-        Resources(ComputeSystem::DeviceType type) {
-            create(type);
+        Resources(ComputeSystem::DeviceType type, unsigned int index = 0) {
+            create(type, index);
         }
 
-        void create(ComputeSystem::DeviceType type) {
+        void create(ComputeSystem::DeviceType type, unsigned int index = 0) {
             _cs = std::make_shared<ComputeSystem>();
-            _cs->create(type);
+            _cs->create(type, index);
         }
 
         const std::shared_ptr<ComputeSystem> &getComputeSystem() const {
diff --git a/source/neo/SparseFeaturesChunk.cpp b/source/neo/SparseFeaturesChunk.cpp
index cb16fe1..56ea2d3 100644
--- a/source/neo/SparseFeaturesChunk.cpp
+++ b/source/neo/SparseFeaturesChunk.cpp
@@ -181,8 +181,8 @@ void SparseFeaturesChunk::activate(ComputeSystem &cs, const std::vector<cl::Imag
 
     // Inhibit
     {
-        int chunksInX = _hiddenSize.x / _chunkSize.x + 1;
-        int chunksInY = _hiddenSize.y / _chunkSize.y + 1;
+        int chunksInX = static_cast<int>(std::ceil(static_cast<float>(_hiddenSize.x) / static_cast<float>(_chunkSize.x)));
+        int chunksInY = static_cast<int>(std::ceil(static_cast<float>(_hiddenSize.y) / static_cast<float>(_chunkSize.y)));
 
         int argIndex = 0;
 
@@ -287,8 +287,8 @@ void SparseFeaturesChunk::learn(ComputeSystem &cs, std::mt19937 &rng) {
 void SparseFeaturesChunk::inhibit(ComputeSystem &cs, const cl::Image2D &activations, cl::Image2D &states, std::mt19937 &rng) {
     // Inhibit
     {
-        int chunksInX = _hiddenSize.x / _chunkSize.x + 1;
-        int chunksInY = _hiddenSize.y / _chunkSize.y + 1;
+        int chunksInX = static_cast<int>(std::ceil(static_cast<float>(_hiddenSize.x) / static_cast<float>(_chunkSize.x)));
+        int chunksInY = static_cast<int>(std::ceil(static_cast<float>(_hiddenSize.y) / static_cast<float>(_chunkSize.y)));
 
         int argIndex = 0;
 
diff --git a/source/system/ComputeSystem.cpp b/source/system/ComputeSystem.cpp
index b4712db..2fbb7e6 100644
--- a/source/system/ComputeSystem.cpp
+++ b/source/system/ComputeSystem.cpp
@@ -12,7 +12,7 @@
 
 using namespace ogmaneo;
 
-bool ComputeSystem::create(DeviceType type, bool createFromGLContext) {
+bool ComputeSystem::create(DeviceType type, unsigned int index, bool createFromGLContext) {
     std::vector<cl::Platform> allPlatforms;
     cl::Platform::get(&allPlatforms);
 
@@ -47,7 +47,13 @@ bool ComputeSystem::create(DeviceType type, bool createFromGLContext) {
     }
 
     if (!allDevices.empty()) {
-        _device = allDevices.front();
+        if (index >= allDevices.size()) {
+#ifdef SYS_DEBUG
+            std::cout << "Indexed device not found." << std::endl;
+#endif
+            return false;
+        }
+        _device = allDevices[index];
 
         std::vector<size_t> workItemSizes;
         _device.getInfo(CL_DEVICE_MAX_WORK_ITEM_SIZES, &workItemSizes);
@@ -73,14 +79,14 @@ bool ComputeSystem::create(DeviceType type, bool createFromGLContext) {
         }
     }
 
-    if (allDevices.empty()) {
+    if (allDevices.empty() || index >= allDevices.size()) {
 #ifdef SYS_DEBUG
         std::cout << "No devices found. Check your OpenCL installation." << std::endl;
 #endif
         return false;
     }
 
-    _device = allDevices.front();
+    _device = allDevices[index];
 
 #ifdef SYS_DEBUG
     std::cout << "Using device: " << _device.getInfo<CL_DEVICE_NAME>() << std::endl;
@@ -122,4 +128,4 @@ bool ComputeSystem::create(DeviceType type, bool createFromGLContext) {
     _queue = cl::CommandQueue(_context, _device);
 
     return true;
-}
\ No newline at end of file
+}
diff --git a/source/system/ComputeSystem.h b/source/system/ComputeSystem.h
index ac1df1c..0456dc9 100644
--- a/source/system/ComputeSystem.h
+++ b/source/system/ComputeSystem.h
@@ -53,9 +53,9 @@ namespace ogmaneo {
     public:
         /*!
         \brief Create an OpenCL compute system with a given device type.
-        Optional: Create from an OpenGL context
+        Optional: Create from a device index and an OpenGL context
         */
-        bool create(DeviceType type, bool createFromGLContext = false);
+        bool create(DeviceType type, unsigned int index = 0, bool createFromGLContext = false);
 
         /*!
         \brief Get underlying OpenCL platform