CNS Patents


This section lists a number of neural network and pattern recognition patents created by CNS Tech Lab members.


Application Number 11860254: Graphic Processor Based Accelerator System and Method (2007)
Categories
Author(s) Ames, H. | Gorchetchnikov, A. | Versace, M. |
Abstract

Application Number 11860254: Graphic Processor Based Accelerator System and Method (U.S. Utility Patent filed on September 24, ...

Rapid category learning and recognition system (2002)
Categories Topics: Machine Learning, Models: ART 2 / Fuzzy ART,
Author(s) Carpenter, G.A. | Grossberg, S. | Rozen, D.B. |
Abstract An improved ART2 network provides fast and intermediate learning. The network combines analog and binary coding functions. The analog portion encodes the recent past while the binary portion retains the distant past. LTM ...

U.S. Patent No. 5,311,601: Pattern recognition system with variable selection weights (1994)
Categories
Author(s) Carpenter, G.A. | Grossberg, S. |
Abstract U.S. Patent No. 5,311,601: Pattern recognition system with variable selection weights (Filed: January 12, 1990. Issued: May 10, 1994). Based on Carpenter, G.A. & Grossberg, S. and Rosen, D.B. (1987). ART 2-A: An adaptive ...

U.S. Patent No. 5,214,715: Predictive self-organizing neural network (1993)
Categories
Author(s) Carpenter, G.A. | Grossberg, S. | Reynolds, J.H. |
Abstract U.S. Patent No. 5,214,715: Predictive self-organizing neural network (Filed: January 31, 1991. Issued: May 25, 1993). Based on Carpenter, G.A., Grossberg, S., & Reynolds, J.H. (1991). ARTMAP: Supervised real-time learning ...

U.S. Patent No. 5,157,738: Rapid category learning and recognition system (1992)
Categories
Author(s) Carpenter, G.A. | Grossberg, S. | Rosen, D.B. |
Abstract U.S. Patent No. 5,157,738: Rapid category learning and recognition system (Filed: December 18, 1990. Issued: October 20, 1992). Based on Carpenter, G.A. & Grossberg, S. (1987). ART 2-A: An adaptive resonance algorithm for ...

U.S. Patent Nos. 4,914,708 and 5,133,021: System for self-organization of stable category recognition codes for analog patterns (1992)
Categories
Author(s) Carpenter, G.A. | Grossberg, S. |
Abstract U.S. Patent Nos. 4,914,708 and 5,133,021: System for self-organization of stable category recognition codes for analog patterns (Filed: June 19, 1987. Issued: April 3, 1990 and July 21, 1992). Based on Carpenter, G.A. & ...

U.S. Patent No. 5,142,590: Pattern recognition system (1992)
Categories
Author(s) Carpenter, G.A. | Grossberg, S. |
Abstract U.S. Patent No. 5,142,590: Pattern recognition system (Filed: November 27, 1985. Issued: August 25, 1992. European Patent No. 0244483, issued July 15, 1992). Based on Carpenter, G.A. & Grossberg, S. (1987). A massively ...

Pattern recognition system (1992)
Categories Topics: Machine Learning,
Author(s) Carpenter, G.A. | Grossberg, S. |
Abstract A self-categorizing pattern recognition system includes an adaptive filter for selecting a category in response to an input pattern. A template is then generated in response to the selected category and a coincident pattern ...

Pattern learning and recognition apparatus in a computer system (1991)
Categories Topics: Machine Learning,
Author(s) Cohen, M. | Grossberg, S. |
Abstract A masking field network F.sub.2, is characterized through systematic computer simulations serves or a content addressable memory. Masking field network F.sub.2 receives input patterns from an adaptive filter F.sub.1 ...

U.S. Patent #4,803,736: Neural networks for machine vision (1989)
Categories
Author(s) Grossberg, S. | Mingolla, E. |
Abstract U.S. Patent #4,803,736: Neural networks for machine vision. (Filed: July 23, 1987. Issued: February 7, 1989.) Based on Grossberg, S. & Mingolla, E. (1985). Neural dynamics of form perception: Boundary completion, illusory ...