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NECO
2002
65views more  NECO 2002»
13 years 4 months ago
Hebbian Imprinting and Retrieval in Oscillatory Neural Networks
Silvia Scarpetta, Zhaoping Li, John A. Hertz
IWANN
1995
Springer
13 years 8 months ago
Oscillatory Networks with Hebbian Matrix of Connections
Margarita Kuzmina, Eduard A. Manykin, Irina Surina
ICANN
1997
Springer
13 years 9 months ago
Recurrent Associative Memory Network of Nonlinear Coupled Oscillators
Abstract. The recurrent associative memory networks with complexvalued Hebbian matrices of connections are designed from interacting limitcycle oscillators. These oscillatory netwo...
Margarita Kuzmina, Eduard A. Manykin, Irina Surina
IJCNN
2006
IEEE
13 years 11 months ago
Studies on the Memory Capacity and Robustness of Chaotic Dynamic Neural Networks
- A dynamical neural model that is strongly biologically motivated is applied to learning and retrieving binary patterns. This neural network, known as Freeman’s Ksets, is traine...
Igor Beliaev, Robert Kozma
IJCNN
2006
IEEE
13 years 11 months ago
An optimization approach to achieve unsupervised segmentation and binding in a dynamical network
— We present a novel network of oscillatory units, whose behavior is described by the amplitude and phase of oscillations. While building on previous work, the system presented i...
A. Ravishankar Rao, Guillermo A. Cecchi, Charles C...