Results 51 to 60 of about 3,899 (166)

Letter to the Editor: Physiological Interpretation of the Self-Organizing Map Algorithm [PDF]

, 1994
Air Force Office of Scientific Research (F49620-92-J-0499); Office of Naval Research (N00014-92-J-4015, N00014-91-J ...
Grossberg, Stephen
core   +1 more source

A Novel Analysis of Hopf Bifurcation for a Generalized Binary Fractional‐Order Neural Network Involving Mixed Delays

Journal of Mathematics, Volume 2025, Issue 1, 2025.
This paper provides an extensive binary fractional‐order neural network system with mixed delays consisting of two discrete delays and two distributed delays and emphasizes novel bifurcation methods and theoretical analysis. First, the original system is transformed into a five‐neuron fractional‐order neural network with four delays by introducing ...
Long Li, Yanxia Zhang, Mengxin Chen
wiley   +1 more source

Synchronization of Delay Switched Fractional Cohen–Grossberg Neural Network Models

Mathematics
The Cohen–Grossberg neural network is studied in the case when the dynamics of the neurons are modeled by generalized Caputo fractional derivatives with respect to another function (GCFDF).
Donal O’Regan, Snezhana Hristova
doaj   +1 more source

Stability Analysis of Cohen–Grossberg Neural Networks with Random Impulses

Mathematics, 2018
The Cohen and Grossberg neural networks model is studied in the case when the neurons are subject to a certain impulsive state displacement at random exponentially-distributed moments.
Ravi Agarwal, Snezhana Hristova, Donal O’Regan, Peter Kopanov   +3 more
doaj   +1 more source

Neural Models of Temporally Organized Behaviors: Handwriting Production and Working Memory [PDF]

, 1994
Advanced Research Projects Agency (ONR N00014-92-J-4015); Office of Naval Research (N00014-91-J-4100, N00014-92-J ...
Grossberg, Stephen
core   +1 more source

Neural Models of Normal and Abnormal Behavior: What Do Schizophrenia, Parkinsonism, Attention Deficit Disorder, and Depression Have in Common? [PDF]

, 1998
Defense Advanced Research Projects Agency and Office of Naval Research (N00014-95-1-0409); National Science Foundation (IRI-97 ...
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core   +2 more sources

Localist but Distributed Representations [PDF]

, 1999
A number of examples are given of how localist models may incorporate distributed representations, without the types of non-local interactions that often render distributed models implausible.
Grossberg, Stephen
core   +1 more source

New Results of Finite-Time Synchronization via Piecewise Control for Memristive Cohen-Grossberg Neural Networks With Time-Varying Delays

IEEE Access, 2019
This paper presents the finite-time synchronization (FTS) via piecewise control laws for a class of memristive Cohen-Grossberg neural networks (MCGNNs) with time-varying delays.
Meng Hui, Ni Luo, Qisheng Wu, Rui Yao, Lin Bai   +4 more
doaj   +1 more source

The hippocampus and cerebellum in adaptively timed learning, recognition, and movement [PDF]

, 1995
The concepts of declarative memory and procedural memory have been used to distinguish two basic types of learning. A neural network model suggests how such memory processes work together as recognition learning, reinforcement learning, and sensory-motor
Grossberg, Stephen, Merrill, John W. L.
core   +1 more source

The Synthesis of Arbitrary Stable Dynamics in Non-linear Neural Networks II: Feedback and Universality [PDF]

, 1992
We wish to construct a realization theory of stable neural networks and use this theory to model the variety of stable dynamics apparent in natural data.
Cohen, Michael A.
core   +1 more source