10/7/2023 0 Comments Hyperdimensional space billiards![]() ![]() Using a tutorial style, we set out to explain the key concepts of hyperdimensional computing including very high-dimensional binary vectors, the operations used to combine and manipulate these vectors, and the crucial characteristics of the mathematical space they inhabit. Here, we give an overview of one of these methods, which has in particular been inspired by the very size of brains' circuits and termed hyperdimensional computing. In recent years, a number of methods, often collectively referred to as brain-inspired computing, have also been developed to improve computation in non-biological hardware. ![]() Biological nervous systems use an extremely small amount of energy for information processing. Energy efficiency will ease their maintenance by reducing the time of recharging, or by increasing the lifetime of their batteries. These implantable devices should be optimized for energy efficiency and compact design. Implantable devices to monitor electrical brain signals and to detect epileptic seizures may significantly improve this situation and may inform personalized treatment on an unprecedented scale. 2IBM Research-Zurich, Ruschlikon, SwitzerlandĪ central challenge in today's care of epilepsy patients is that the disease dynamics are severely under-sampled in the currently typical setting with appointment-based clinical and electroencephalographic examinations.1Department of Neurology, Inselspital, Sleep-Wake-Epilepsy-Center, NeuroTec, Bern University Hospital, University Bern, Bern, Switzerland.
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