Neural Signal Processing Methods

This cluster examines the use of neural networks specifically tailored for various signal processing tasks. This encompasses applications ranging from error detection to source separation using neural architectures.

signal processing
error detection
neural algorithms
source separation
adaptive systems

7,840 papers

Parent topic: Neural Network Architectures and Techniques

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Papers Over Time

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Top Papers

Nonlinear Principal Component Analysis Using Autoassociative Neural Networks

1991 · 2,158 citations

A Neural System For Error Detection And Compensation

1993 · 2,156 citations

Blind Separation Of Sources, Part I: An Adaptive Algorithm Based On Neuromimetic Architecture

1991 · 1,904 citations

Parameterizing Neural Power Spectra Into Periodic And Aperiodic Components

2020 · 1,314 citations

Signature Verification Using A “Siamese” Time Delay Neural Network

1993 · 1,180 citations

Sparse Coding Of Sensory Inputs

2004 · 1,149 citations

Gaussian Filters For Nonlinear Filtering Problems

2000 · 1,105 citations

A Neural Cocktail-Party Processor

1986 · 933 citations

Nonlinear Multivariate Analysis Of Neurophysiological Signals

2005 · 894 citations

Analysis Of Hidden Units In A Layered Network Trained To Classify Sonar Targets

1988 · 804 citations

Image Processing With Neural Networks—A Review

2002 · 787 citations

A Novel Wavelet Sequence Based On Deep Bidirectional LSTM Network Model For ECG Signal Classification

2018 · 600 citations

Contour Enhancement, Short Term Memory, And Constancies In Reverberating Neural Networks

1973 · 547 citations

Automatic Diagnosis Of The 12-Lead ECG Using A Deep Neural Network

2020 · 491 citations

Representations Of Non-Linear Systems: The NARMAX Model

1989 · 489 citations

Characterization Of An Adaptive Filter For The Analysis Of Variable Latency Neuroelectric Signals

1967 · 436 citations

Classification Of EEG Signals Using Neural Network And Logistic Regression

2005 · 431 citations

Nonlinear Filtering Of Multiplied And Convolved Signals

1968 · 412 citations

Use Of Neural Networks In Detection Of Structural Damage

1992 · 404 citations

Signal Propagation And Logic Gating In Networks Of Integrate-and-Fire Neurons

2005 · 401 citations