Miguel Lázaro-Gredilla - Publications, H-index & Citations

Miguel Lázaro-Gredilla

Universidad Carlos III de Madrid

20H指数

90论文数

2.3K被引数

收录论文 11

发表时间

A detailed theory of thalamic and cortical microcircuits for predictive visual inference 关于丘脑和皮层微电路用于预测性视觉推断的详细理论

SCIENCE ADVANCES

IF12.5

2025-02-07

PREAI

George, Dileep; Lazaro-Gredilla, Miguel; Lehrach, Wolfgang; Dedieu, Antoine; Zhou, Guangyao; Marino, Joseph

Space is a latent sequence: A theory of the hippocampus

SCIENCE ADVANCES

IF12.5

2024-08-02

OAAI

Raju, Rajkumar Vasudeva; Guntupalli, J. Swaroop; Zhou, Guangyao; Wendelken, Carter; Lazaro-Gredilla, Miguel; George, Dileep

Clone-structured graph representations enable flexible learning and vicarious evaluation of cognitive maps

NATURE COMMUNICATIONS

IF15.7

2021-04-22

OAAI

George, Dileep; Rikhye, Rajeev V.; Gothoskar, Nishad; Guntupalli, J. Swaroop; Dedieu, Antoine; Lazaro-Gredilla, Miguel

Beyond imitation: Zero-shot task transfer on robots by learning concepts as cognitive programs

SCIENCE ROBOTICS

IF27.5

2019-01-30

OAAI

Lazaro-Gredilla, Miguel; Lin, Dianhuan; Guntupalli, J. Swaroop; George, Dileep

A Gaussian Process Model for Data Association and a Semidefinite Programming Solution

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2014-11-01

PREAI

Lazaro-Gredilla, Miguel; Van Vaerenbergh, Steven

Divisive Gaussian Processes for Nonstationary Regression

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2014-11-01

PREAI

Munoz-Gonzalez, Luis; Lazaro-Gredilla, Miguel; Figueiras-Vidal, Anibal R.

Retrieval of Biophysical Parameters With Heteroscedastic Gaussian Processes 用异方差高斯过程反演生物物理参数

ieee geoscience and remote sensing magazine

IF4.4

2014-04-01

115

PREAI

Lazaro-Gredilla, Miguel; Titsias, Michalis K.; Verrelst, Jochem; Camps-Valls, Gustavo

A Bayesian approach for adaptive multiantenna sensing in cognitive radio networks

SIGNAL PROCESSING

IF3.6

2014-03-01

OAAI

Manco-Vasquez, J.; Lazaro-Gredilla, M.; Ramirez, D.; Via, J.; Santamaria, I.

Kernel Recursive Least-Squares Tracker for Time-Varying Regression

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2012-08-01

140

PREAI

Van Vaerenbergh, Steven; Lazaro-Gredilla, Miguel; Santamaria, Ignacio

Overlapping Mixtures of Gaussian Processes for the data association problem

PATTERN RECOGNITION

IF7.6

2012-04-01

OAAI

Lazaro-Gredilla, Miguel; Van Vaerenbergh, Steven; Lawrence, Neil D.

A performance study of different soft-computing procedures for automatic detection of breast cancer malignancy

BREAST CANCER RESEARCH

IF5.6

2005-05-27

OAAI

Ortega-Moral, M; Gómez-Verdejo, V; Arenas-García, J; Azpicueta-Ruiz, LA; Lázaro-Gredilla, M; Madrid-Sánchez, J; López-Beltrán, E; Figueiras-Vidal, AR

研究方向