NEURITHMIC SYSTEMS

Our work is founded on the idea that in the brain, especially cortex, information is represented in the form of sparse distributed codes (SDC) [a.k.a., sparse distributed representations (SDR)], a particular instantiation of Hebb's "cell assembly" and "phase sequence" concepts. Our modular SDC (MSDC) format is visible in simulations below, most clearly in each of the coding fields (hexagons) in the third panel of middle video... Discover the information representation and algorithm(s), e.g., for learning, memory, recognition, inference, recall, used in the brain (neocortex, hippocampus, other regions). This includes the essential principle that neocortex is a hierarchy of numerous semi-autonomous coding fields, i.e., macrocolumns, which allows explicit representation of the recursive, compositional (part-whole) structure of natural object/events... Develop extremely efficient, scalable models, based on these representations and algorithms, which do on-line (single/few-trial) learning..

Also known as: Neurithmic Systems LLC

Primary location: Newton United States