Search Results - juyang+weng

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090055: Neuromorphic Spatiotemporal Where-What Machines

Despite a promising beginning, pattern recognition software using a “neural network” approach in general has encountered serious roadblocks limiting the rate of progress. Traditional methods cannot “attend” and “recognize” using the same network structure. For example, a system can find interesting regions, but cannot recognize objects: a system...
Published: 7/21/2014   |   Inventor(s): Juyang Weng, Matthew Luciw, Mojtaba Solgi, Zhengping Ji
Keywords(s): Adaptive Learning, Artificial Intelligence, Learning Network, Stereoscopic Display Category(s): Computer Software, Communication

060116: Multilayer In-place Learning Networks

Creating a neural network that can be fully and automatically trained for classification or regression analysis has been a great challenge. The well-known methods such as feed-forward networks with back-propagation learning, radial-basis functions, support vector machines, cascade-correlation learning architecture, and independent component analysis...
Published: 7/21/2014   |   Inventor(s): Juyang Weng
Keywords(s): Adaptive Learning, Adaptive Network, Artificial Intelligence, Classification, Learning Network, Neural Network, Regression Analysis Category(s): Computer Software, Communication