- CogniMem Technologies, Inc. is an innovative semiconductor company specializing in pattern recognition with general purpose hardware based neural networks. Our solutions are tailored to overcome challenges in machine learning, machine vision, robotics, inspection, industrial controls, intelligent security cameras, medical and automotive sensing/ sensor fusion to data mining, video analytics, data searching and more. CogniMem – “Cognitive Memory” – is the world leader in providing practical cognitive computing for intelligent sensing to data mining applications, offering a significant performance/ watt advantage over traditional approaches.