دنبال کردن
Kimberly Lauren Stachenfeld
Kimberly Lauren Stachenfeld
Research Scientist, Google DeepMind
ایمیل تأیید شده در google.com - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
The hippocampus as a predictive map‏
KL Stachenfeld, MM Botvinick, SJ Gershman‏
Nature neuroscience 20 (11), 1643-1653, 2017‏
10102017
What is a cognitive map? Organizing knowledge for flexible behavior‏
TEJ Behrens, TH Muller, JCR Whittington, S Mark, AB Baram, ...‏
Neuron 100 (2), 490-509, 2018‏
9792018
Design principles of the hippocampal cognitive map‏
KL Stachenfeld, M Botvinick, SJ Gershman‏
Advances in neural information processing systems 27, 2014‏
1352014
Structured agents for physical construction‏
V Bapst, A Sanchez-Gonzalez, C Doersch, K Stachenfeld, P Kohli, ...‏
International conference on machine learning, 464-474, 2019‏
1212019
Formalizing planning and information search in naturalistic decision-making‏
LT Hunt, ND Daw, P Kaanders, MA MacIver, U Mugan, E Procyk, ...‏
Nature neuroscience 24 (8), 1051-1064, 2021‏
1052021
Learned coarse models for efficient turbulence simulation‏
K Stachenfeld, DB Fielding, D Kochkov, M Cranmer, T Pfaff, J Godwin, ...‏
arXiv preprint arXiv:2112.15275, 2021‏
892021
A general model of hippocampal and dorsal striatal learning and decision making‏
JP Geerts, F Chersi, KL Stachenfeld, N Burgess‏
Proceedings of the National Academy of Sciences 117 (49), 31427-31437, 2020‏
682020
Neuroscience needs network science‏
DL Barabási, G Bianconi, E Bullmore, M Burgess, SY Chung, ...‏
Journal of Neuroscience 43 (34), 5989-5995, 2023‏
642023
Flexible modulation of sequence generation in the entorhinal–hippocampal system‏
DC McNamee, KL Stachenfeld, MM Botvinick, SJ Gershman‏
Nature neuroscience 24 (6), 851-862, 2021‏
642021
Jraph: A library for graph neural networks in jax., 2020‏
J Godwin, T Keck, P Battaglia, V Bapst, T Kipf, Y Li, K Stachenfeld, ...‏
URL http://github. com/deepmind/jraph 5 (7), 0‏
53
Noradrenergic control of error perseveration in medial prefrontal cortex‏
MS Caetano, LE Jin, L Harenberg, KL Stachenfeld, AFT Arnsten, ...‏
Frontiers in integrative neuroscience 6, 125, 2013‏
522013
Physical design using differentiable learned simulators‏
KR Allen, T Lopez-Guevara, K Stachenfeld, A Sanchez-Gonzalez, ...‏
arXiv preprint arXiv:2202.00728, 2022‏
502022
Rapid learning of predictive maps with STDP and theta phase precession‏
TM George, W de Cothi, KL Stachenfeld, C Barry‏
Elife 12, e80663, 2023‏
442023
Learned simulators for turbulence‏
K Stachenfeld, DB Fielding, D Kochkov, M Cranmer, T Pfaff, J Godwin, ...‏
International conference on learning representations, 2021‏
442021
Spectral inference networks: Unifying deep and spectral learning‏
D Pfau, S Petersen, A Agarwal, DGT Barrett, KL Stachenfeld‏
arXiv preprint arXiv:1806.02215, 2018‏
432018
Graph network simulators can learn discontinuous, rigid contact dynamics‏
KR Allen, TL Guevara, Y Rubanova, K Stachenfeld, A Sanchez-Gonzalez, ...‏
Conference on Robot Learning, 1157-1167, 2023‏
422023
A probabilistic approach to discovering dynamic full-brain functional connectivity patterns‏
JR Manning, X Zhu, TL Willke, R Ranganath, K Stachenfeld, U Hasson, ...‏
NeuroImage 180, 243-252, 2018‏
322018
Inverse design for fluid-structure interactions using graph network simulators‏
K Allen, T Lopez-Guevara, KL Stachenfeld, A Sanchez Gonzalez, ...‏
Advances in Neural Information Processing Systems 35, 13759-13774, 2022‏
182022
RatInABox, a toolkit for modelling locomotion and neuronal activity in continuous environments‏
TM George, M Rastogi, W de Cothi, C Clopath, K Stachenfeld, C Barry‏
elife 13, e85274, 2024‏
172024
Graph networks with spectral message passing‏
K Stachenfeld, J Godwin, P Battaglia‏
arXiv preprint arXiv:2101.00079, 2020‏
142020
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20