An efficient gradient-based algorithm for on-line training of recurrent network trajectories

A Hybrid Neuro-Fuzzy System for Adaptive Vehicle Separation Control

Journal of VLSI Signal Processing Systems

Unified Integration of Explicit Knowledge and Learning by Example in Recurrent Networks

IEEE Transactions on Knowledge and Data Engineering

Natural Language Grammatical Inference with Recurrent Neural Networks

IEEE Transactions on Knowledge and Data Engineering

Learning Face Localization Using Hierarchical Recurrent Networks

ICANN '02 Proceedings of the International Conference on Artificial Neural Networks

Time in Connectionist Models

Sequence Learning - Paradigms, Algorithms, and Applications

Kalman filters improve LSTM network performance in problems unsolvable by traditional recurrent nets

Neural Networks

Local maximum ozone concentration prediction using soft computing methodologies

Systems Analysis Modelling Simulation

Learning precise timing with lstm recurrent networks

The Journal of Machine Learning Research

Part-of-speech induction from scratch

ACL '93 Proceedings of the 31st annual meeting on Association for Computational Linguistics

A Signal-Flow-Graph Approach to On-line Gradient Calculation

Neural Computation

Learning to Forget: Continual Prediction with LSTM

Neural Computation

A locally recurrent fuzzy neural network with application to the wind speed prediction using spatial correlation

Neurocomputing

Recurrent Neural Networks for Music Computation

INFORMS Journal on Computing

Long Short-Term Memory

Neural Computation

2007 Special Issue: Recurrent neural network modeling of nearshore sandbar behavior

Neural Networks

Visual Recognition and Inference Using Dynamic Overcomplete Sparse Learning

Neural Computation

Adaptive control of a nonlinear dc motor drive using recurrent neural networks

Applied Soft Computing

Locally recurrent neural networks for wind speed prediction using spatial correlation

Information Sciences: an International Journal

Elman Backpropagation as Reinforcement for Simple Recurrent Networks

Neural Computation

Group-Linking Method: A Unified Benchmark for Machine Learning with Recurrent Neural Network

IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences

Learning iterative image reconstruction

IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2

A robust extended Elman backpropagation algorithm

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Locally recurrent neural networks for long-term wind speed and power prediction

Neurocomputing

A multiobjective genetic algorithm for obtaining the optimal size of a recurrent neural network for grammatical inference

Pattern Recognition

On the weight convergence of Elman networks

IEEE Transactions on Neural Networks

Identification of finite state automata with a class of recurrent neural networks

IEEE Transactions on Neural Networks

Designing simple nonlinear filters using hysteresis of single recurrent neurons for acoustic signal recognition in robots

ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part I

Back-propagation as reinforcement in prediction tasks

ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II

Time window width influence on dynamic BPTT(h) learning algorithm performances: experimental study

ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I

Sequential feature selection for classification

AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence

Identification of nonlinear dynamics using a general spatio-temporal network

Mathematical and Computer Modelling: An International Journal

Learning in fully recurrent neural networks by approaching tangent planes to constraint surfaces

Neural Networks

A context layered locally recurrent neural network for dynamic system identification

Engineering Applications of Artificial Intelligence