Computer technology is dramatically changing in recent years. Besides the general progression in multi-core and many-core designs there is a strong demand for emerging nano-scale technologies with low power dissipation, intelligent, bio-inspired machines, massively-parallel architectures with learning capabilities, and memristive systems.The CNNA 2018 will provide a forum for the presentation of latest results and exploration of future directions in these fields.