Probabilistic load forecasting with Reservoir ComputingIEEE Access (IEEE Access), 2023 |
Universal Approximation of Linear Time-Invariant (LTI) Systems through
RNNs: Power of Randomness in Reservoir ComputingIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2023 |
Euler State Networks: Non-dissipative Reservoir ComputingNeurocomputing (Neurocomputing), 2022 |
Phase Transition AdaptationIEEE International Joint Conference on Neural Network (IJCNN), 2021 |
Integer Echo State Networks: Efficient Reservoir Computing for Digital
HardwareIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2017 |
Temporal Overdrive Recurrent Neural NetworkIEEE International Joint Conference on Neural Network (IJCNN), 2017 |
Training Echo State Networks with Regularization through Dimensionality
ReductionCognitive Computation (Cogn Comput), 2016 |