Navigating cognition: Spatial codes for human thinking

JLS Bellmund, P Gärdenfors, EI Moser, CF Doeller - Science, 2018 - science.org
BACKGROUND Ever since Edward Tolman's proposal that comprehensive cognitive maps
underlie spatial navigation and, more generally, psychological functions, the question of …

Viewpoints: how the hippocampus contributes to memory, navigation and cognition

J Lisman, G Buzsáki, H Eichenbaum, L Nadel… - Nature …, 2017 - nature.com
Viewpoints: how the hippocampus contributes to memory, navigation and cognition | Nature
Neuroscience Skip to main content Thank you for visiting nature.com. You are using a browser …

Brain-inspired replay for continual learning with artificial neural networks

GM Van de Ven, HT Siegelmann, AS Tolias - Nature communications, 2020 - nature.com
Artificial neural networks suffer from catastrophic forgetting. Unlike humans, when these
networks are trained on something new, they rapidly forget what was learned before. In the …

[書籍][B] What babies know: Core knowledge and composition volume 1

E Spelke - 2022 - books.google.com
What do infants know? How does the knowledge that they begin with prepare them for
learning about the particular physical, cultural, and social world in which they live? Answers …

Selective experience replay for lifelong learning

D Isele, A Cosgun - Proceedings of the AAAI conference on artificial …, 2018 - ojs.aaai.org
Deep reinforcement learning has emerged as a powerful tool for a variety of learning tasks,
however deep nets typically exhibit forgetting when learning multiple tasks in sequence. To …

Deep reinforcement learning and its neuroscientific implications

M Botvinick, JX Wang, W Dabney, KJ Miller… - Neuron, 2020 - cell.com
The emergence of powerful artificial intelligence (AI) is defining new research directions in
neuroscience. To date, this research has focused largely on deep neural networks trained …

The hippocampal sharp wave–ripple in memory retrieval for immediate use and consolidation

HR Joo, LM Frank - Nature Reviews Neuroscience, 2018 - nature.com
Various cognitive functions have long been known to require the hippocampus. Recently,
progress has been made in identifying the hippocampal neural activity patterns that …

Associative and predictive hippocampal codes support memory-guided behaviors

C Liu, R Todorova, W Tang, A Oliva, A Fernandez-Ruiz - Science, 2023 - science.org
Episodic memory involves learning and recalling associations between items and their
spatiotemporal context. Those memories can be further used to generate internal models of …

Human replay spontaneously reorganizes experience

Y Liu, RJ Dolan, Z Kurth-Nelson, TEJ Behrens - Cell, 2019 - cell.com
Knowledge abstracted from previous experiences can be transferred to aid new learning.
Here, we asked whether such abstract knowledge immediately guides the replay of new …

Hippocampal replay reflects specific past experiences rather than a plan for subsequent choice

AK Gillespie, DAA Maya, EL Denovellis, DF Liu… - Neuron, 2021 - cell.com
Executing memory-guided behavior requires storage of information about experience and
later recall of that information to inform choices. Awake hippocampal replay, when …