An article on IEEE Spectrum July 2005 issue.
Building better Lie Detectors With Neuroscience

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Amygdala is open-source software for simulating spiking neural networks (SNNs). Spiking neural networks are a very specific sort of “artificial brain” which has shown particular promise in recent scientific research. SNNs have very useful applications in artificial intelligence (AI) and pattern recognition.
MITWorld

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MIT World Series:
Fundamentals of the Brain and Mind: A Short Course in Neuroscience
MITWorld
An MIT School of Engineering Professional Education Program

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Modular toolkit for Data Processing (MDP) is a Python library to perform data processing. Already implemented algorithms include: Principal Component Analysis (PCA), Independent Component Analysis (ICA), Slow Feature Analysis (SFA), and Growing Neural Gas (GNG)
Neuro-IT

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