Timothy Lillicrap - Publications, H-index & Citations

Timothy Lillicrap

queens university - canada

58H指数

161论文数

6.5W被引数

收录论文 13

发表时间

Mastering diverse control tasks through world models 通过世界模型掌握不同的控制任务

NATURE

IF48.5

2025-04-02

OAAI

Hafner, Danijar; Pasukonis, Jurgis; Ba, Jimmy; Lillicrap, Timothy

Catalyzing next-generation Artificial Intelligence through NeuroAI

NATURE COMMUNICATIONS

IF15.7

2023-03-22

OAAI

Zador, Anthony; Escola, Sean; Richards, Blake; Olveczky, Bence; Bengio, Yoshua; Boahen, Kwabena; Botvinick, Matthew; Chklovskii, Dmitri; Churchland, Anne; Clopath, Claudia; DiCarlo, James; Ganguli, Surya; Hawkins, Jeff; Kording, Konrad; Koulakov, Alexei; LeCun, Yann; Lillicrap, Timothy; Marblestone, Adam; Olshausen, Bruno; Pouget, Alexandre; Savin, Cristina; Sejnowski, Terrence; Simoncelli, Eero; Solla, Sara; Sussillo, David; Tolias, Andreas S.; Tsao, Doris

Backpropagation and the brain 反向传播和大脑

NATURE REVIEWS NEUROSCIENCE

IF26.7

2020-04-17

451

OAAI

Lillicrap, Timothy P.; Santoro, Adam; Marris, Luke; Akerman, Colin J.; Hinton, Geoffrey

Is coding a relevant metaphor for building AI?

BEHAVIORAL AND BRAIN SCIENCES

IF13.7

2019-11-28

PREAI

Santoro, Adam; Hill, Felix; Barrett, David; Raposo, David; Botvinick, Matt; Lillicrap, Timothy

Optimizing agent behavior over long time scales by transporting value

NATURE COMMUNICATIONS

IF15.7

2019-11-19

OAAI

Hung, Chia-Chun; Lillicrap, Timothy; Abramson, Josh; Wu, Yan; Mirza, Mehdi; Carnevale, Federico; Ahuja, Arun; Wayne, Greg

Can neocortical feedback alter the sign of plasticity?

NATURE REVIEWS NEUROSCIENCE

IF26.7

2018-08-14

OAAI

Richards, Blake A.; Lillicrap, Timothy P.

Towards deep learning with segregated dendrites

ELIFE

IF0

2017-12-05

255

OAAI

Guerguiev, Jordan; Lillicrap, Timothy P.; Richards, Blake A.

Building machines that learn and think for themselves

BEHAVIORAL AND BRAIN SCIENCES

IF13.7

2017-11-10

PREAI

Botvinick, Matthew; Barrett, David G. T.; Battaglia, Peter; de Freitas, Nando; Kumaran, Darshan; Leibo, Joel Z.; Lillicrap, Timothy; Modayil, Joseph; Mohamed, Shakir; Rabinowitz, Neil C.; Rezende, Danilo J.; Santoro, Adam; Schaul, Tom; Summerfield, Christopher; Wayne, Greg; Weber, Theophane; Wierstra, Daan; Legg, Shane; Hassabis, Demis

Random synaptic feedback weights support error backpropagation for deep learning 随机突触反馈权重支持误差反向传播的深度学习

NATURE COMMUNICATIONS

IF15.7

2016-11-08

483

OAAI

Lillicrap, Timothy P.; Cownden, Daniel; Tweed, Douglas B.; Akerman, Colin J.

Clonal Relationships Impact Neuronal Tuning within a Phylogenetically Ancient Vertebrate Brain Structure

CURRENT BIOLOGY

IF7.5

2014-08-01

OAAI