Search Results - neural+network

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100099: Compressive Spike Sorting for Neural Implants

Many companies sell neurophysiology data acquisition systems that are bulky, wired, and very expensive, requiring large computational power via PCs to sort neural spikes. In addition, the spike-sorting task is a fundamental step in the design of clinically viable brain machine interfaces for restoring normal sensory and motor function of disabled...
Published: 7/21/2014   |   Inventor(s): Karim Oweiss, Mehdi Aghagolzadeh
Keywords(s): Algorithm, Electrodes, Neural Network, Waveform Analysis Category(s): Medical, Biotechnology

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