| 2003 |
|---|
| 14 | EE | Juan Antonio Pérez-Ortiz,
Felix A. Gers,
Douglas Eck,
Jürgen Schmidhuber:
Kalman filters improve LSTM network performance in problems unsolvable by traditional recurrent nets.
Neural Networks 16(2): 241-250 (2003) |
| 2002 |
|---|
| 13 | | Felix A. Gers,
Juan Antonio Pérez-Ortiz,
Douglas Eck,
Jürgen Schmidhuber:
DEKF-LSTM.
ESANN 2002: 369-376 |
| 12 | EE | Juan Antonio Pérez-Ortiz,
Jürgen Schmidhuber,
Felix A. Gers,
Douglas Eck:
Improving Long-Term Online Prediction with Decoupled Extended Kalman Filters.
ICANN 2002: 1055-1069 |
| 11 | EE | Felix A. Gers,
Juan Antonio Pérez-Ortiz,
Douglas Eck,
Jürgen Schmidhuber:
Learning Context Sensitive Languages with LSTM Trained with Kalman Filters.
ICANN 2002: 655-660 |
| 10 | EE | Felix A. Gers,
Nicol N. Schraudolph,
Jürgen Schmidhuber:
Learning Precise Timing with LSTM Recurrent Networks.
Journal of Machine Learning Research 3: 115-143 (2002) |
| 9 | EE | Jürgen Schmidhuber,
Felix A. Gers,
Douglas Eck:
Learning Nonregular Languages: A Comparison of Simple Recurrent Networks and LSTM.
Neural Computation 14(9): 2039-2041 (2002) |
| 2001 |
|---|
| 8 | EE | Felix A. Gers,
Douglas Eck,
Jürgen Schmidhuber:
Applying LSTM to Time Series Predictable through Time-Window Approaches.
ICANN 2001: 669-676 |
| 2000 |
|---|
| 7 | EE | Felix A. Gers,
Jürgen Schmidhuber:
Recurrent Nets that Time and Count.
IJCNN (3) 2000: 189-194 |
| 6 | EE | Felix A. Gers,
Jürgen Schmidhuber:
Neural Processing of Complex Continual Input Streams.
IJCNN (4) 2000: 557-562 |
| 5 | | Felix A. Gers,
Jürgen Schmidhuber,
Fred A. Cummins:
Learning to Forget: Continual Prediction with LSTM.
Neural Computation 12(10): 2451-2471 (2000) |
| 1999 |
|---|
| 4 | EE | Hugo de Garis,
Norberto Eiji Nawa,
Andrzej Buller,
Michael Korkin,
Felix A. Gers,
Michael Hough:
ATR's Artificial Brain ("Cam-Brain") Project a Sample of what Individual "CoDi-1Bit" Model Evolved Neural Net Modules can do with Digital and Analog I/O.
Evolvable Hardware 1999: 102-110 |
| 3 | | Hugo de Garis,
Andrzej Buller,
Michael Korkin,
Felix A. Gers,
Norberto Eiji Nawa,
Michael Hough:
ATR's Artificial Brain ("CAM-Brain") Project: A Sample of What Individual "CoDi-1Bit" Model Evolved Neural Net Modules Can Do with Digital and Analog I/O.
GECCO 1999: 1233 |
| 1997 |
|---|
| 2 | EE | Felix A. Gers,
Hugo de Garis,
Michael Korkin:
CoDi-1Bit: A Simplified Cellular Automata Based Neuron Model.
Artificial Evolution 1997: 315-334 |
| 1996 |
|---|
| 1 | | Felix A. Gers,
Hugo de Garis:
CAM-Brain: A New Model for ATR's Cellular Automata Based Artificial Brain Project.
ICES 1996: 437-452 |
