Show
Sort by
-
- Journal Article
- A1
- open access
Cluster-based input weight initialization for echo state networks
-
- Conference Paper
- P1
- open access
Photonic reservoir computing for wavelength multiplexed nonlinear fiber distortion mitigation
-
PyRCN : a toolbox for exploration and application of Reservoir Computing Networks
-
- Conference Paper
- P1
- open access
Feature engineering and stacked echo state networks for musical onset detection
-
Time-multiplexed optical systems for reservoir computing and coherent Ising machines
-
- Conference Paper
- P1
- open access
Integrated photonic delay-lasers for reservoir computing
-
- Conference Paper
- P1
- open access
Multipitch tracking in music signals using Echo State Networks
-
- Journal Article
- A1
- open access
Populations of spiking neurons for reservoir computing : closed loop control of a compliant quadruped
-
A power-efficient architecture for on-chip reservoir computing
-
- Journal Article
- A1
- open access
A neuromorphic silicon photonics nonlinear equalizer for optical communications with intensity modulation and direct detection
-
Training passive photonic reservoirs with integrated optical readout
-
- Conference Paper
- P1
- open access
Silicon photonics for neuromorphic information processing
(2018) OPTICAL DATA SCIENCE: TRENDS SHAPING THE FUTURE OF PHOTONICS. In Proceedings of SPIE 10551. p.1-7 -
- Journal Article
- A1
- open access
All-optical reservoir computing on a photonic chip using silicon-based ring resonators
-
- Conference Paper
- P1
- open access
Toward neuro-inspired computing using a small network of micro-ring resonators on an integrated photonic chip
-
- Journal Article
- A1
- open access
A multiple-input strategy to efficient integrated photonic reservoir computing
-
- Journal Article
- A1
- open access
Trainable hardware for dynamical computing using error backpropagation through physical media
-
Robust continuous digit recognition using reservoir computing
-
Design of reservoir computing systems for noise-robust speech and handwriting recognition
-
- Conference Paper
- C3
- open access
Practical approaches to exploiting body dynamics in robot motor control
-
- Conference Paper
- C3
- open access
Partially embodied motor control: towards a natural collaboration between body and brain
-
- PhD Thesis
- open access
Design and computational aspects of compliant tensegrity robots
(2014) -
- Journal Article
- A1
- open access
Frequency modulation of large oscillatory neural networks
-
Large vocabulary continuous speech recognition with reservoir-based acoustic models
-
- Journal Article
- A1
- open access
Real-time detection of epileptic seizures in animal models using reservoir computing
-
Acoustic modeling with hierarchical reservoirs
-
- Conference Paper
- P1
- open access
Context-dependent modeling and speaker normalization applied to reservoir-based phone recognition
-
Locomotion without a brain: physical reservoir computing in tensegrity structures
-
- Journal Article
- A1
- open access
MACOP modular architecture with control primitives
-
- PhD Thesis
- open access
Sequence generation with reservoir computing systems
(2013) -
- Conference Paper
- P1
- open access
Feature enhancement with a reservoir-based denoising auto encoder
-
- PhD Thesis
- open access
Adaptive control of compliant robots with Reservoir Computing
(2013) -
- Conference Paper
- P1
- open access
The spectral radius remains a valid indicator of the echo state property for large reservoirs
-
- Conference Paper
- C1
- open access
Towards a neural hierarchy of time scales for motor control
-
- Journal Article
- A1
- open access
Feedback control by online learning an inverse model
-
- Conference Paper
- C1
- open access
System modeling for active noise control with reservoir computing
-
- Conference Paper
- C3
- open access
System modeling for active noise control with reservoir computing
-
- Conference Paper
- C1
- open access
A discrete/rhythmic pattern generating RNN
-
- Journal Article
- A1
- open access
Optoelectronic reservoir computing
-
Learning slow features with reservoir computing for biologically-inspired robot localization
-
Continuous digit recognition in noise: reservoirs can do an excellent job!
-
Computing using delayed feedback systems: towards photonics
-
- Conference Paper
- P1
- open access
Improving large vocabulary continuous speech recognition by combining GMM-based and reservoir-based acoustic modeling
-
- Conference Paper
- C1
- open access
Reservoir computing using a delayed feedback system: towards photonic implementations
-
- PhD Thesis
- open access
Reservoir computing architectures for modeling robot navigation systems
(2011) -
- Conference Paper
- C1
- open access
The body as a reservoir: locomotion and sensing with linear feedback
-
Information processing using a single dynamical node as complex system
-
- PhD Thesis
- open access
Photonic reservoir computing with a network of coupled semiconductor optical amplifiers
(2011) -
- Journal Article
- A1
- open access
Automatic detection of epileptic seizures on the intra-cranial electroencephalogram of rats using reservoir computing
-
- Conference Paper
- P1
- open access
Connected digit recognition by means of Reservoir Computing
-
- Conference Paper
- P1
- open access
Optical signal processing with a network of semiconductor optical amplifiers in the context of photonic reservoir computing
-
- Journal Article
- A1
- open access
A comparative study of reservoir computing strategies for monthly time series prediction
-
- Conference Paper
- C1
- open access
Extending reservoir computing with random static projections : a hybrid between extreme learning and RC
-
Memory in linear recurrent neural networks in continuous time
-
- Conference Paper
- P1
- open access
Reservoir computing : a photonic neural network for information processing
-
- Conference Paper
- C1
- open access
An uncued brain-computer interface using reservoir computing
-
Memory versus non-linearity in reservoirs
-
Supervised learning of internal models for autonomous goal-oriented robot navigation using Reservoir Computing
-
Phoneme recognition with large hierarchical reservoirs
-
Pruning and regularization in reservoir computing
-
On the quantification of dynamics in Reservoir Computing
-
Modular reservoir computing networks for imitation learning of multiple robot behaviors
-
Towards autonomous self-localization of small mobile robots using reservoir computing and slow feature analysis
-
Unsupervised learning in reservoir computing: modeling hippocampal place cells for small mobile robots
-
- PhD Thesis
- open access
Reservoir Computing: computation with dynamical systems
(2009) -
Epileptic seizure detection using Reservoir Computing
-
Imitation learning of an intelligent navigation system for mobile robots using reservoir computing
-
Pruning and regularization in Reservoir Computing: a first insight
-
Using reservoir computing in a decomposition approach for time series prediction
-
Pattern classification with CNNs as reservoirs
-
Event detection and localization for small mobile robots using reservoir computing
-
Band-pass reservoir computing
-
Modeling multiple autonomous robot behaviors and behavior switching with a single reservoir computing network
-
Mobile Robot Control in the Road Sign Problem using Reservoir Computing Networks
-
Stable Output Feedback in Reservoir Computing Using Ridge Regression
-
- Conference Paper
- C1
- open access
System modeling with Reservoir Computing
-
- Conference Paper
- C1
- open access
Experiments with Reservoir Computing on the road sign problem
-
- Conference Paper
- C1
- open access
An overview of reservoir computing: theory, applications and implementations
-
- Conference Paper
- C1
- open access
Adapting reservoirs to get Gaussian distributions
-
Speech recognition using reservoir computing
-
An experimental comparison of reservoir computing methods
-
- Conference Paper
- C1
- open access
The unified Reservoir Computing concept and its digital hardware implementations