1. Fast Estimation of L1-Regularized Linear Models in the Mass-Univariate Setting

   • Holger Mohr
   • Hannes Ruge

   Software Original Article Open access 15 September 2020 Pages: 385 - 392

   

2. Deep Learning Model for the Automated Detection and Histopathological Prediction of Meningioma

   • Hua Zhang
   • Jiajie Mo
   • Kai Zhang

   Original Article 25 September 2020 Pages: 393 - 402

   

3. 3D Deep Neural Network Segmentation of Intracerebral Hemorrhage: Development and Validation for Clinical Trials

   • Matthew F. Sharrock
   • W. Andrew Mould
   • John Muschelli

   Original Article 27 September 2020 Pages: 403 - 415

   

4. Deep Representational Similarity Learning for Analyzing Neural Signatures in Task-based fMRI Dataset

   • Muhammad Yousefnezhad
   • Jeffrey Sawalha
   • Daoqiang Zhang

   Original Article 15 October 2020 Pages: 417 - 431

   

5. An Optimized Mouse Brain Atlas for Automated Mapping and Quantification of Neuronal Activity Using iDISCO+ and Light Sheet Fluorescence Microscopy

   • Johanna Perens
   • Casper Gravesen Salinas
   • Jacob Hecksher-Sørensen

   Original Article Open access 16 October 2020 Pages: 433 - 446

   

6. Pandora: 4-D White Matter Bundle Population-Based Atlases Derived from Diffusion MRI Fiber Tractography

   • Colin B Hansen
   • Qi Yang
   • Kurt G Schilling

   Data Original Article 16 November 2020 Pages: 447 - 460

   

7. Improving Covariance Matrices Derived from Tiny Training Datasets for the Classification of Event-Related Potentials with Linear Discriminant Analysis

   • Jan Sosulski
   • Jan-Philipp Kemmer
   • Michael Tangermann

   Original Article Open access 14 December 2020 Pages: 461 - 476

   

8. Generating Longitudinal Atrophy Evaluation Datasets on Brain Magnetic Resonance Images Using Convolutional Neural Networks and Segmentation Priors

   • Jose Bernal
   • Sergi Valverde
   • The Alzheimer’s Disease Neuroimaging Initiative

   Original Article 02 January 2021 Pages: 477 - 492

   

9. RippleNet: a Recurrent Neural Network for Sharp Wave Ripple (SPW-R) Detection

   • Espen Hagen
   • Anna R. Chambers
   • Alexander J. Stasik

   Original Article Open access 04 January 2021 Pages: 493 - 514

   

10. Causal Network Inference for Neural Ensemble Activity

    • Rong Chen

    Original Article Open access 04 January 2021 Pages: 515 - 527

    

11. DREAM

    • Zhu-Qing Gong
    • Peng Gao
    • Xi-Nian Zuo

    Software Original Article Open access 07 January 2021 Pages: 529 - 545

    

12. Automatic Denoising of Single-Trial Event-Related Potentials

    • Mohamed Amine Boudiaf
    • Moncef Benkherrat
    • Mahmoud Boudiaf

    News Item 10 January 2021 Pages: 547 - 550