Cross-platform C++ library - universal neurobiology-based machine learning framework.
Version 2.0.0

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PLATFORMS

	x86	aarch64	armle.v7	PowerPC	e2k	MIPS
Windows	+
Linux	+	+	+
QNX	+		+
Secured RTOS KPDA 10964-01	+	+	+	+	+	+

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COMPUTING

• Native CPU (single thread)
• Native CPU (multithread)
• OpenCL

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REQUIREMENTS

• CMake 3.12 or newer
• g++ 4.8.3 or newer (MinGW under Windows)

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LICENCE

Interference library is distributed under the MIT Licence.

interference_vision example uses the part of COIL-100 dataset.

"Columbia Object Image Library (COIL-100)," S. A. Nene, S. K. Nayar and H. Murase, Technical Report CUCS-006-96, February 1996. http://www1.cs.columbia.edu/CAVE/software/softlib/coil-100.php

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SAMPLES

• Test - benchmark
• Vision - example of image recognition system
• Multimodal - example of multimodal (image+text) data processing
• Lang - example of natural language processing (NLP)

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HOW TO BUILD

Note that %INTERFERENCE_ROOT% is root directory of Interference library files, %BUILD_TYPE% is "debug" or "release". After the last step, library and binaries will be in %INTERFERENCE_ROOT%/lib and %INTERFERENCE_ROOT%/bin respectively.

Building for Windows (MinGW)

Run CMD and follow this steps:

1. Prepare build directory

cd %INTERFERENCE_ROOT%
mkdir cmake-build-%BUILD_TYPE%
cd cmake-build-%BUILD_TYPE%

2. Configure build files

cmake -DCMAKE_BUILD_TYPE=%BUILD_TYPE% -DCMAKE_MAKE_PROGRAM=make.exe -G "MinGW Makefiles" ..

3. Build and install the library

make install

Building for Linux

Run terminal and follow this steps:

1. Prepare build directory

cd %INTERFERENCE_ROOT%
mkdir cmake-build-%BUILD_TYPE%
cd cmake-build-%BUILD_TYPE%

2. Configure build files

cmake -DCMAKE_BUILD_TYPE=%BUILD_TYPE% ..

3. Build and install the library

make install