4 papers
Cognitive Dynamic Systems: A Technical Review of Cognitive Radar
Krishanth Krishnan, Taralyn Schwering, Saman Sarraf
We start with the history of cognitive radar, where origins of the PAC, Fuster research on cognition and principals of cognition are provided. Fuster describes five cognitive funct…
Functional Brain Imaging: A Comprehensive Survey
Saman Sarraf, Jian Sun
Functional brain imaging allows measuring dynamic functionality in all brain regions. It is broadly used in clinical cognitive neuroscience as, well as in research. It will allow t…
Classification of Alzheimer's Disease using fMRI Data and Deep Learning Convolutional Neural Networks
Saman Sarraf, Ghassem Tofighi
Over the past decade, machine learning techniques especially predictive modeling and pattern recognition in biomedical sciences from drug delivery system to medical imaging has bec…
Big Data Spark Solution for Functional Magnetic Resonance Imaging
Saman Sarraf, Mehdi Ostadhashem
Recently, Big Data applications have rapidly expanded into different industries. Healthcare is also one the industries willing to use big data platforms so that some big data analy…