UB Paderborn / Katalog / Suche / in CDI

Plasma etching of electrospun polymeric nanofibres

Thin solid films, 2006-10, Vol.515 (2), p.831-834

2006

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SOMprocessor: A high throughput FPGA-based architecture for implementing Self-Organizing Maps and its application to video processing

Neural networks, 2020-05, Vol.125, p.349-362

2020

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Reinforcement learning approaches for the stochastic discrete lot-sizing problem on parallel machines

Expert systems with applications, 2024-07, Vol.246, p.123036, Article 123036

2024

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Identification of the Jiles–Atherton model parameters using random and deterministic searches

Physica. B, Condensed matter, 2000, Vol.275 (1), p.212-215

2000

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Improving regression predictions using individual point reliability estimates based on critical error scenarios

Information sciences, 2016-12, Vol.374, p.65-84

2016

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Non-homogenous neural networks with chaotic recursive nodes: Connectivity and multi-assemblies structures in recursive processing elements architectures

Neural networks, 2005-07, Vol.18 (5), p.532-540

Del Moral Hernandez, Emilio

2005

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Forecasting US dollar exchange rate movement with computational models and human behavior

Expert systems with applications, 2022-05, Vol.194, p.116521, Article 116521

2022

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Outperforming algorithmic trading reinforcement learning systems: A supervised approach to the cryptocurrency market

Expert systems with applications, 2022-09, Vol.202, p.117259, Article 117259

2022

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Neural networks with chaotic recursive nodes: techniques for the design of associative memories, contrast with Hopfield architectures, and extensions for time-dependent inputs

Neural networks, 2003-06, Vol.16 (5), p.675-682

Del-Moral-Hernandez, Emilio

2003

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Architecture Analysis of an FPGA-Based Hopfield Neural Network

Advances in artificial neural systems, 2014-01, Vol.2014, p.1-10

2014

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A model to estimate the Self-Organizing Maps grid dimension for Prototype Generation

Intelligent data analysis, 2021-03, Vol.25 (2), p.321-338

2021

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Human actions recognition in video scenes from multiple camera viewpoints

Cognitive systems research, 2019-08, Vol.56, p.223-232

2019

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OFDM symbol identification by an unsupervised learning system under dynamically changing channel effects

Neural computing & applications, 2018-12, Vol.30 (12), p.3759-3771

2018

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CNN-LSTM Optimized by Genetic Algorithm in Time Series Forecasting: An Automatic Method to Use Deep Learning

Artificial Intelligence and Soft Computing, p.286-295

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An FPGA-based SOM circuit architecture for online learning of 64-QAM data streams

2018 International Joint Conference on Neural Networks (IJCNN), 2018, p.1-8

2018

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Balancing Convolutional Neural Networks Pipeline in FPGAs

Artificial Neural Networks and Machine Learning – ICANN 2018, p.166-175

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Solving the optimal stopping problem with reinforcement learning: an application in financial option exercise

2022 International Joint Conference on Neural Networks (IJCNN), 2022, p.1-8

2022

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Extending MLP ANN hyper-parameters Optimization by using Genetic Algorithm

2018 International Joint Conference on Neural Networks (IJCNN), 2018, p.1-8

2018

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A Preliminary Neural Model for Movement Direction Recognition Based on Biologically Plausible Plasticity Rules

Nature Inspired Problem-Solving Methods in Knowledge Engineering, p.628-636

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Analog realization of arbitrary one-dimensional maps

IEEE transactions on circuits and systems. 1, Fundamental theory and applications, 2003-12, Vol.50 (12), p.1538-1547

2003

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MLP+H: a hybrid neural architecture formed by the interaction of Hopfield and Multi-Layer perceptron neural networks

Lecture notes in computer science, 2003, p.166-173

2003

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A CMOS Squarer Based Nonlinear Filter for Spike Detection

2018 25th IEEE International Conference on Electronics, Circuits and Systems (ICECS), 2018, p.121-124

2018

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Logistic networks with DNA-like encoding and interactions

From Natural to Artificial Neural Computation, 1995, p.215-222

1995

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An FPGA distributed implementation model for embedded SOM with on-line learning

2017 International Joint Conference on Neural Networks (IJCNN), 2017, p.3930-3937

2017

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Comparative study of Bitcoin price prediction using WaveNets, Recurrent Neural Networks and other Machine Learning Methods

2019 6th International Conference on Behavioral, Economic and Socio-Cultural Computing (BESC), 2019, p.1-6

2019

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Plasma etching of electrospun polymeric nanofibres

SOMprocessor: A high throughput FPGA-based architecture for implementing Self-Organizing Maps and its application to video processing

Reinforcement learning approaches for the stochastic discrete lot-sizing problem on parallel machines

Identification of the Jiles–Atherton model parameters using random and deterministic searches

Improving regression predictions using individual point reliability estimates based on critical error scenarios

Non-homogenous neural networks with chaotic recursive nodes: Connectivity and multi-assemblies structures in recursive processing elements architectures

Forecasting US dollar exchange rate movement with computational models and human behavior

Outperforming algorithmic trading reinforcement learning systems: A supervised approach to the cryptocurrency market

Neural networks with chaotic recursive nodes: techniques for the design of associative memories, contrast with Hopfield architectures, and extensions for time-dependent inputs

Architecture Analysis of an FPGA-Based Hopfield Neural Network

A model to estimate the Self-Organizing Maps grid dimension for Prototype Generation

Human actions recognition in video scenes from multiple camera viewpoints

OFDM symbol identification by an unsupervised learning system under dynamically changing channel effects

CNN-LSTM Optimized by Genetic Algorithm in Time Series Forecasting: An Automatic Method to Use Deep Learning

An FPGA-based SOM circuit architecture for online learning of 64-QAM data streams

Balancing Convolutional Neural Networks Pipeline in FPGAs

Solving the optimal stopping problem with reinforcement learning: an application in financial option exercise

Extending MLP ANN hyper-parameters Optimization by using Genetic Algorithm

A Preliminary Neural Model for Movement Direction Recognition Based on Biologically Plausible Plasticity Rules

Analog realization of arbitrary one-dimensional maps

MLP+H: a hybrid neural architecture formed by the interaction of Hopfield and Multi-Layer perceptron neural networks

A CMOS Squarer Based Nonlinear Filter for Spike Detection

Logistic networks with DNA-like encoding and interactions

An FPGA distributed implementation model for embedded SOM with on-line learning

Comparative study of Bitcoin price prediction using WaveNets, Recurrent Neural Networks and other Machine Learning Methods

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