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The DARPA Systems of Neuromorphic Adaptive Plastic Scalable Electronics (SyNAPSE) program, started in 2008, has the goal to develop electronic neuromorphic machine technology that scales to biological levels. This section covers initiatives in SyNAPSE and in related projects that use new technologies to implement artificial neural systems at biological scale and power.