Lyudmila Grigoryeva - Publications, H-index & Citations

Lyudmila Grigoryeva

University of St Gallen

13H指数

73论文数

464被引数

收录论文 8

发表时间

Memory Capacity of Nonlinear Recurrent Networks: Is It Informative?非线性循环网络的记忆容量：它具有信息性吗？

GEOMETRIC SCIENCE OF INFORMATION, GSI 2025, PT III

IF0

2026-01-01

PREAI

Ballarin, Giovanni; Grigoryeva, Lyudmila; Ortega, Juan-Pablo

Infinite-dimensional reservoir computing

NEURAL NETWORKS

IF6.3

2024-11-01

OAAI

Gonon, Lukas; Grigoryeva, Lyudmila; Ortega, Juan-Pablo

Reservoir computing for macroeconomic forecasting with mixed-frequency data

INTERNATIONAL JOURNAL OF FORECASTING

IF7.1

2024-07-01

OAAI

Ballarin, Giovanni; Dellaportas, Petros; Grigoryeva, Lyudmila; Hirt, Marcel; van Huellen, Sophie; Ortega, Juan-Pablo

Discrete-Time Signatures and Randomness in Reservoir Computing

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2022-11-01

OAAI

Cuchiero, Christa; Gonon, Lukas; Grigoryeva, Lyudmila; Ortega, Juan-Pablo; Teichmann, Josef

Echo state networks are universal

NEURAL NETWORKS

IF6.3

2018-12-01

170

OAAI

Grigoryeva, Lyudmila; Ortega, Juan-Pablo

Optimal nonlinear information processing capacity in delay-based reservoir computers

SCIENTIFIC REPORTS

IF3.9

2015-09-11

OAAI

Grigoryeva, Lyudmila; Henriques, Julie; Larger, Laurent; Ortega, Juan-Pablo

Hybrid Forecasting with Estimated Temporally Aggregated Linear Processes

JOURNAL OF FORECASTING

IF2.7

2014-10-23

PREAI

Grigoryeva, Lyudmila; Ortega, Juan-Pablo

Stochastic nonlinear time series forecasting using time-delay reservoir computers: Performance and universality 使用时滞水库计算机进行随机非线性时间序列预测: 性能和通用性

NEURAL NETWORKS

IF6.3

2014-07-01

OAAI

Grigoryeva, Lyudmila; Henriques, Julie; Larger, Laurent; Ortega, Juan-Pablo

研究方向