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Alexander Goltsev

Investigation of efficient features for image recognition by neural networks
2011 · Alexander Goltsev, Vladimir Gritsenko · Neural Networks · 55
Combination of the assembly neural network with a perceptron for recognition of handwritten digits arranged in numeral strings
2004 · Alexander Goltsev, Dmitri Rachkovskij · Pattern Recognition · 28
An assembly neural network for texture segmentation
1996 · Alexander Goltsev · Neural Networks · 28
Quality and efficiency of retrieval for Willshaw-like autoassociative networks. I. Correction
1995 · A Frolov, A Kartashov, et al. · Network Computation in Neural Systems · 19
Modular neural networks with Hebbian learning rule
2008 · Alexander Goltsev, Vladimir Gritsenko · Neurocomputing · 16
A Recurrent Neural Network for Partitioning of Hand Drawn Characters Into Strokes of Different Orientations
2001 · ALEXANDER GOLTSEV, DMITRI RACHKOVSKIJ · International Journal of Neural Systems · 15
Modular neural networks with radial neural columnar architecture
2015 · Alexander Goltsev, Vladimir Gritsenko · Biologically Inspired Cognitive Architectures · 12
Generalization of Features in the Assembly Neural Networks
2004 · ALEXANDER GOLTSEV, DONALD C. WUNSCH · International Journal of Neural Systems · 11
Inhibitory connections in the assembly neural network for texture segmentation
1998 · Alexander Goltsev, Donald C. Wunsch · Neural Networks · 11
Quality and efficiency of retrieval for Willshaw-like autoassociative networks: III. Willshaw–Potts model
1997 · A Kartashov, A Frolov, et al. · Network Computation in Neural Systems · 10
Quality and efficiency of retrieval for Willshaw-like autoassociative networks. II. Recognition
1995 · A Frolov, A Kartashov, et al. · Network Computation in Neural Systems · 10
Finding the Texture Features Characterizing the Most Homogeneous Texture Segment in the Image
2015 · Alexander Goltsev, Vladimir Gritsenko, et al. · Lecture notes in computer science · 9
Secondary learning in the assembly neural network
2004 · Alexander Goltsev · Neurocomputing · 7
Segmentation of Visual Images by Sequential Extracting Homogeneous Texture Areas
2020 · Alexander Goltsev, Vladimir Gritsenko, et al. · Journal of Signal and Information Processing · 5
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Extraction of Homogeneous Fine-grained Texture Segments in Visual Images
2017 · Alexander Goltsev, Vladimir Gritsenko, et al. · Neural Network World · 5
A neural network with competitive layers for character recognition
2022 · Alexander Goltsev, Vladimir Gritsenko · ELCVIA Electronic Letters on Computer Vision and Image Analysis · 4
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Structured neural networks with learning for texture segmentation in images
1991 · A. D. Gol'tsev · Cybernetics and Systems Analysis · 4
A Process of Differentiation in the Assembly Neural Network
2004 · Alexander Goltsev, Ernst Kussul, et al. · Lecture notes in computer science · 3
Brightness image segmentation by a neuron-like network
1992 · Alexander Goltsev · Neurocomputing · 3
Adaptive neuron-like network for a textural segmentation of images
1992 · A.D. Goltsev · IEEE Symposium on Neuroinformatics and Neurocomputers · 3
Neural Network Technologies in the Problem of Handwriting Recognition
2018 · Alexander D. Goltsev, Volodymyr I. Gritsenko · Control Systems and Computers · 2
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An Algorithm for Measuring the Similarity of Histograms for Texture Image Segmentation
2024 · Alexander Goltsev, Oleksii Holtsev · WSEAS Transactions on Information Science and Applications archive · 1
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Structured neural network for recognition of shapes
2002 · A. Goltsev · IEEE Symposium on Neuroinformatics and Neurocomputers · 1
A Neural Network for Segmentation of Line Drawings into Lines of Different Orientations
2000 · Alexander Goltsev, Donald C. Wunsch, et al. · 1
A Perceptron-Like Neural Network Implementing a Learning-Capable K-Nearest Neighbor Classifier
2025 · Alexander Goltsev, Oleksii Holtsev · Lecture notes in computer science
Works count: 32
Citation count: 263
H-index: 10
I10-index: 11
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