Articles

Gradient Decomposition Methods for Training Neural Networks With Non-ideal Synaptic Devices

in Neuromorphic Engineering

• Junyun Zhao
• Siyuan Huang
• Osama Yousuf
• Yutong Gao
• Brian D. Hoskins
• Gina C. Adam

Genome-Wide Prediction of Complex Traits in Two Outcrossing Plant Species Through Deep Learning and Bayesian Regularized Neural Network

in Computational Genomics

• Carlos Maldonado
• Freddy Mora-Poblete
• Rodrigo Iván Contreras-Soto
• Sunny Ahmar
• Jen-Tsung Chen
• Antônio Teixeira do Amaral Júnior
• Carlos Alberto Scapim

Deep Learning Enables Accurate Prediction of Interplay Between lncRNA and Disease

in Computational Genomics

• Jialu Hu
• Yiqun Gao
• Jing Li
• Xuequn Shang

Medical prediction from missing data with max-minus negative regularized dropout

in Neural Technology

• Lvhui Hu
• Xiaoen Cheng
• Chuanbiao Wen
• Yulan Ren

Dual Free Adaptive Minibatch SDCA for Empirical Risk Minimization

in Optimization

• Xi He
• Rachael Tappenden
• Martin Takáč

Extended Invariant Information Clustering Is Effective for Leave-One-Site-Out Cross-Validation in Resting State Functional Connectivity Modeling

• Naoki Okamoto
• Hiroyuki Akama

Multiscale fusion enhanced spiking neural network for invasive BCI neural signal decoding

in Neuromorphic Engineering

• Yu Song
• Liyuan Han
• Tielin Zhang
• Bo Xu

Exploring Unsupervised Machine Learning Classification Methods for Physiological Stress Detection

in Diagnostic and Therapeutic Devices

• Talha Iqbal
• Adnan Elahi
• William Wijns
• Atif Shahzad

An Empirical Investigation Into Deep and Shallow Rule Learning

in Machine Learning and Artificial Intelligence

• Florian Beck
• Johannes Fürnkranz

Using transfer learning for automated microbleed segmentation

in Neuroimaging Analysis and Protocols

• Mahsa Dadar
• Maryna Zhernovaia
• Sawsan Mahmoud
• Richard Camicioli
• Josefina Maranzano
• Simon Duchesne

Parallel and scalable AI in HPC systems for CFD applications and beyond

in Parallel and Distributed Software

• Rakesh Sarma
• Eray Inanc
• Marcel Aach
• Andreas Lintermann

AUCseg: An Automatically Unsupervised Clustering Toolbox for 3D-Segmentation of High-Grade Gliomas in Multi-Parametric MR Images

in Cancer Imaging and Image-directed Interventions

• Botao Zhao
• Yan Ren
• Ziqi Yu
• Jinhua Yu
• Tingying Peng
• Xiao-Yong Zhang