On the Relationship Between Muscle Synergies and Redundant Degrees of Freedom in Musculoskeletal Systems Reza Sharif Razavian*, Borna Ghannadi and John McPhee Motion Research Group, Department of Systems Design Engineering, University of Waterloo, Waterloo, ON, Canada It has been suggested that the human nervous system controls motions in the task (or operational) space. However, little […]

End-to-End Deep Image Reconstruction From Human Brain Activity Guohua Shen1†, Kshitij Dwivedi1†, Kei Majima2, Tomoyasu Horikawa1 and Yukiyasu Kamitani1,2* 1Computational Neuroscience Laboratories, Advanced Telecommunications Research Institute International, Kyoto, Japan 2Graduate School of Informatics, Kyoto University, Kyoto, Japan Deep neural networks (DNNs) have recently been applied successfully to brain decoding and image reconstruction from functional magnetic […]

Cerebrovascular Resistance in Healthy Aging and Mild Cognitive Impairment David F. Tang-Wai2,4, Kevin Sam7, Adrian P. Crawley1, Lashmi Venkatraghavan8, Joseph A. Fisher1,6,8 and David J. Mikulis1,2,6* 1Joint Department of Medical Imaging, University Health Network (UHN), Toronto, ON, Canada 2Krembil Brain Institute, University Health Network (UHN), Toronto, ON, Canada 3Department of Psychology, University of Toronto, Toronto, […]