Abd Krim Seghouane

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Fig 2 Connectivity Between ROIs Of DMN During Rest Edges Represent Connections With

Fig 2 Connectivity Between ROIs Of DMN During Rest Edges Represent Connections With

Adapted From 12 Graphical Representations Of Two Synthetic Networks

Adapted From 12 Graphical Representations Of Two Synthetic Networks

A Model Selection Approach To Signal Denoising Using Kullbacks Symmetric Divergence

A Model Selection Approach To Signal Denoising Using Kullbacks Symmetric Divergence

Two Dimensional Whitening Of Face Images For Improved PCA Performance

Two Dimensional Whitening Of Face Images For Improved PCA Performance

Abd Krim Seghouanes Research Works

Abd Krim Seghouanes Research Works

Abd Krim Seghouane Estimating Effective Connectivity From FMRI Data Using Factor Based Subspace Autoregressive Models

Abd Krim Seghouane Estimating Effective Connectivity From FMRI Data Using Factor Based Subspace Autoregressive Models

Two Constraints On The Shared Dictionary A Low Rank B

Two Constraints On The Shared Dictionary A Low Rank B

Regularizing The Effect Of Input Noise Injection In Feedforward Neural Networks Training

Regularizing The Effect Of Input Noise Injection In Feedforward Neural Networks Training

Figure 2 Polyp And Non Surfaces Reconstructed From CT Scan Slices Candidate Regions

Figure 2 Polyp And Non Surfaces Reconstructed From CT Scan Slices Candidate Regions

Fitting Two Dimensional Data With Different Bases A PCA Makes The Assumption That Have Gaussian Distribution Optimal Basis Vectors Are

Fitting Two Dimensional Data With Different Bases A PCA Makes The Assumption That Have Gaussian Distribution Optimal Basis Vectors Are

Flow Chart Of The Iterative Algorithm

Flow Chart Of The Iterative Algorithm

LRSDL Idea With Brown Items Shared Red Green Blue Class Specific A Notation B The Discriminative Fidelity Constraint C Sample Is

LRSDL Idea With Brown Items Shared Red Green Blue Class Specific A Notation B The Discriminative Fidelity Constraint C Sample Is

SIMO System Scheme The Block Diagram Of A Linear And

SIMO System Scheme The Block Diagram Of A Linear And

Ideal Structure Of The Coefficient Matrix In SRC

Ideal Structure Of The Coefficient Matrix In SRC

Summary Of Posterior Region Specific Variances For The Error Term In Hierarchical Model

Summary Of Posterior Region Specific Variances For The Error Term In Hierarchical Model

A Sequential Dictionary Learning Algorithm With Enforced Sparsity

A Sequential Dictionary Learning Algorithm With Enforced Sparsity

Raw Ab Normalized Cd And Cross Correlated Signals Ef Of

Raw Ab Normalized Cd And Cross Correlated Signals Ef Of

Examples From Six Datasets

Examples From Six Datasets

Estimating Effective Connectivity From FMRI Data Using Factor Based Subspace Autoregressive Models By Chee Ming Ting PhD

Estimating Effective Connectivity From FMRI Data Using Factor Based Subspace Autoregressive Models By Chee Ming Ting PhD

Illustrative Example For Simulated Complete Spatial Overlap Activation

Illustrative Example For Simulated Complete Spatial Overlap Activation

Estimating Mediation Effects Under Correlated Errors With An Application To FMRI

Estimating Mediation Effects Under Correlated Errors With An Application To FMRI

Table 1 Frequency Of The Model Order Selected By Each Criterion For 1000 Realizations

Table 1 Frequency Of The Model Order Selected By Each Criterion For 1000 Realizations

Information Of CI Users Including Speech Understanding Scores

Information Of CI Users Including Speech Understanding Scores

DR Karim Seghouane

DR Karim Seghouane

Is First Order Vector Autoregressive Model Optimal For FMRI Data

Is First Order Vector Autoregressive Model Optimal For FMRI Data

Comparison Of A Spatial Map Correlation And B Time Course

Comparison Of A Spatial Map Correlation And B Time Course

Learning In Presence Of Input Noise Using The Stochastic EM Algorithm

Learning In Presence Of Input Noise Using The Stochastic EM Algorithm

PDF Geometric Optimisation And FastICA Algorithms

PDF Geometric Optimisation And FastICA Algorithms

Maximum A Posteriori Entropy Signal Denoising

Maximum A Posteriori Entropy Signal Denoising

A Note On Image Restoration Using C P And MSE

A Note On Image Restoration Using C P And MSE

PDF Maximum A Posteriori Entropy Signal Denoising

PDF Maximum A Posteriori Entropy Signal Denoising

Abd Krim Seghouane

Abd Krim Seghouane

MULTIRESOLUTION COLONIC POLYP DETECTION IN CT COLONOGRAPHY USING SPHERICAL WAVELETS Abd Krim Seghouane And Ju Lynn Ong National

MULTIRESOLUTION COLONIC POLYP DETECTION IN CT COLONOGRAPHY USING SPHERICAL WAVELETS Abd Krim Seghouane And Ju Lynn Ong National

Estimation Of High Dimensional Brain Connectivity From FMRI Data Using Factor Modeling

Estimation Of High Dimensional Brain Connectivity From FMRI Data Using Factor Modeling

NMSE Versus SNR For T 256 Normalized Mean Square Error

NMSE Versus SNR For T 256 Normalized Mean Square Error

A MODEL FREE APPROACH TO INCREASING THE EFFECT SIZE OF FNIRS DATA Adnan Shah And Abd Krim Seghouane NICTA The ANU College Of

A MODEL FREE APPROACH TO INCREASING THE EFFECT SIZE OF FNIRS DATA Adnan Shah And Abd Krim Seghouane NICTA The ANU College Of

A Spatial Correlation Matrix And B Temporal Of The

A Spatial Correlation Matrix And B Temporal Of The

PDF Sparse And Smooth Canonical Correlation Analysis Through Rank 1 Matrix Approximation

PDF Sparse And Smooth Canonical Correlation Analysis Through Rank 1 Matrix Approximation

FMRI Activation Detection Using A Variant Of Akaike Information Criterion

FMRI Activation Detection Using A Variant Of Akaike Information Criterion

Convergence Rms Error Vs Iteration Index For Channel Gain Estimation In The Low SNR Regime SNR6dB A 2 By MIMO Communication System With 16 QAM

Convergence Rms Error Vs Iteration Index For Channel Gain Estimation In The Low SNR Regime SNR6dB A 2 By MIMO Communication System With 16 QAM

Example Of A 20 MHz Interception In The Low Military VHF Range Two

Example Of A 20 MHz Interception In The Low Military VHF Range Two

Abd Krim Seghouane Connectivity In Language Areas Of The Brain Cochlear Implant Users As Revealed By FNIRS

Abd Krim Seghouane Connectivity In Language Areas Of The Brain Cochlear Implant Users As Revealed By FNIRS

A Note On Overfitting Properties Of KIC And KICc

A Note On Overfitting Properties Of KIC And KICc

Grand Mean Response To Auditory Speech In Each Channel A The NH Group B CI Red Lines And Shaded Areas SEM

Grand Mean Response To Auditory Speech In Each Channel A The NH Group B CI Red Lines And Shaded Areas SEM

Grand Mean Responses To Visual Speech A Response In The NH Group

Grand Mean Responses To Visual Speech A Response In The NH Group

FMRI Hemodynamic Response Function Estimation In Autoregressive

FMRI Hemodynamic Response Function Estimation In Autoregressive

Abd Krim Seghouane Canonical Correlation Analysis Based On Sparse Penalty And Through Rank 1 Matrix Approximation

Abd Krim Seghouane Canonical Correlation Analysis Based On Sparse Penalty And Through Rank 1 Matrix Approximation

Illustrative Example For Simulated Partial Spatial Overlap Activation Case S2 Comparison Of CCA And Smoothed

Illustrative Example For Simulated Partial Spatial Overlap Activation Case S2 Comparison Of CCA And Smoothed

FMRI Hemodynamic Response Function Estimation In Autoregressive Noise By Avoiding The Drift

FMRI Hemodynamic Response Function Estimation In Autoregressive Noise By Avoiding The Drift

Illustrative Example For Simulated Complete Spatial Overlap Activation Case S3 Comparison Of CCA And Smoothed

Illustrative Example For Simulated Complete Spatial Overlap Activation Case S3 Comparison Of CCA And Smoothed

Frequency Of Order Selected By Various Criteria Over 1000 Realiza Tions For Bivariate VAR Models

Frequency Of Order Selected By Various Criteria Over 1000 Realiza Tions For Bivariate VAR Models

Clinical And Demographic Data For The 15 Participants Included In Study

Clinical And Demographic Data For The 15 Participants Included In Study

PDF On The Deterministic CRB For DOA Estimation In Unknown Noise Fields Using Sparse Sensor Arrays

PDF On The Deterministic CRB For DOA Estimation In Unknown Noise Fields Using Sparse Sensor Arrays

PDF Connectivity In Language Areas Of The Brain Cochlear Implant Users As Revealed By FNIRS

PDF Connectivity In Language Areas Of The Brain Cochlear Implant Users As Revealed By FNIRS

Performance Index Learning Curve For Extracting The Signal S

Performance Index Learning Curve For Extracting The Signal S

FNIRS Signal Processing Flowchart Of Left Explanation And Algorithm For Each Step Middle Results After

FNIRS Signal Processing Flowchart Of Left Explanation And Algorithm For Each Step Middle Results After

Consistent Estimation Of Dimensionality For Data Driven Methods In FMRI Analysis

Consistent Estimation Of Dimensionality For Data Driven Methods In FMRI Analysis

Adapted From 12 Graphical Representations Of Two Synthetic Networks 10 And 50

Adapted From 12 Graphical Representations Of Two Synthetic Networks 10 And 50

PDF Dictionary Learning Algorithm For Multi Subject FMRI Analysis Via Temporal And Spatial Concatenation

PDF Dictionary Learning Algorithm For Multi Subject FMRI Analysis Via Temporal And Spatial Concatenation

Table 2 Frequency Of The Model Order Selected By Each Criterion For 1000 Realizations

Table 2 Frequency Of The Model Order Selected By Each Criterion For 1000 Realizations

Results Of Group Mean Differences Related ROIs A Blue Ellipses Where There Were Higher Activation Levels In CI Users Than NH Listeners When

Results Of Group Mean Differences Related ROIs A Blue Ellipses Where There Were Higher Activation Levels In CI Users Than NH Listeners When

ROIs Data For Selection Of And Correlations Between The ROI Activation Levels In

ROIs Data For Selection Of And Correlations Between The ROI Activation Levels In

Screenshot Of PHOEBE Displaying The Scalp Coupling Sources Circles And Detectors Squares

Screenshot Of PHOEBE Displaying The Scalp Coupling Sources Circles And Detectors Squares

Research Page Of Ju Lynn Ong

Research Page Of Ju Lynn Ong

A Single SVD Sparse Dictionary Learning Algorithm For FMRI Data Analysis

A Single SVD Sparse Dictionary Learning Algorithm For FMRI Data Analysis

Comparison Of The Receiver Operating Characteristics When Noise Variance Is Perfectly Known And It

Comparison Of The Receiver Operating Characteristics When Noise Variance Is Perfectly Known And It

NMSE Versus SNR For T 1024 Normalized Mean Square Error

NMSE Versus SNR For T 1024 Normalized Mean Square Error

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