Articles

Exploring Three Recurrent Neural Network Architectures for Geomagnetic Predictions

in Space Physics

• Peter Wintoft
• Magnus Wik

On Lyapunov Exponents for RNNs: Understanding Information Propagation Using Dynamical Systems Tools

in Mathematics of Computation and Data Science

• Ryan Vogt
• Maximilian Puelma Touzel
• Eli Shlizerman
• Guillaume Lajoie

Gradient-free training of recurrent neural networks using random perturbations

in Neuromorphic Engineering

• Jesús García Fernández
• Sander Keemink
• Marcel van Gerven

Financial Forecasting With α-RNNs: A Time Series Modeling Approach

in Mathematics of Computation and Data Science

• Matthew Dixon
• Justin London

Exploring Flip Flop memories and beyond: training Recurrent Neural Networks with key insights

• Cecilia Jarne

Neural network models for seabed stability: a deep learning approach to wave-induced pore pressure prediction

in Ocean Observation

• Xing Du
• Yongfu Sun
• Yupeng Song
• Yang Yu
• Qikun Zhou

E-prop on SpiNNaker 2: Exploring online learning in spiking RNNs on neuromorphic hardware

in Neuromorphic Engineering

• Amirhossein Rostami
• Bernhard Vogginger
• Yexin Yan
• Christian G. Mayr

Synchronized stepwise control of firing and learning thresholds in a spiking randomly connected neural network toward hardware implementation

in Neuromorphic Engineering

• Kumiko Nomura
• Yoshifumi Nishi

Explainable Artificial Intelligence for Mechanics: Physics-Explaining Neural Networks for Constitutive Models

in Computational Materials Science

• Arnd Koeppe
• Franz Bamer
• Michael Selzer
• Britta Nestler
• Bernd Markert

Training LSTM Networks With Resistive Cross-Point Devices

in Neuromorphic Engineering

• Tayfun Gokmen
• Malte J. Rasch
• Wilfried Haensch

Analysis of argument structure constructions in a deep recurrent language model

• Pegah Ramezani
• Achim Schilling
• Patrick Krauss

A Dense RNN for Sequential Four-Chamber View Left Ventricle Wall Segmentation and Cardiac State Estimation

in Bionics and Biomimetics

• Yu Wang
• Wanjun Zhang

Coexistence of Two Invasive Species, Procambarus clarkii and Aphanomyces astaci, in Brackish Waters of a Mediterranean Coastal Lagoon

in Conservation and Restoration Ecology

• Laura Martín-Torrijos
• Angel Jose Correa-Villalona
• Antonio Pradillo
• Javier Diéguez-Uribeondo

Dynamics and Information Import in Recurrent Neural Networks

• Claus Metzner
• Patrick Krauss

Performance evaluation of metaheuristics-tuned recurrent neural networks for electroencephalography anomaly detection

in Computational Physiology and Medicine

• Dejan Pilcevic
• Milica Djuric Jovicic
• Milos Antonijevic
• Nebojsa Bacanin
• Luka Jovanovic
• Miodrag Zivkovic
• Miroslav Dragovic
• Petar Bisevac

Deep Learning Based Superconducting Radio-Frequency Cavity Fault Classification at Jefferson Laboratory

in Big Data and AI in High Energy Physics

• Lasitha Vidyaratne
• Adam Carpenter
• Tom Powers
• Chris Tennant
• Khan M. Iftekharuddin
• Md Monibor Rahman
• Anna S. Shabalina