A rubric for human-like agents and NeuroAI

I Momennejad - … Transactions of the Royal Society B, 2023 - royalsocietypublishing.org
Researchers across cognitive, neuro-and computer sciences increasingly reference 'human-
like'artificial intelligence and 'neuroAI'. However, the scope and use of the terms are often …

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 …

Accounting for multiscale processing in adaptive real-world decision-making via the hippocampus

D Mehrotra, L Dubé - Frontiers in Neuroscience, 2023 - frontiersin.org
For adaptive real-time behavior in real-world contexts, the brain needs to allow past
information over multiple timescales to influence current processing for making choices that …

[HTML][HTML] Predictive maps in rats and humans for spatial navigation

W De Cothi, N Nyberg, EM Griesbauer, C Ghanamé… - Current Biology, 2022 - cell.com
Much of our understanding of navigation comes from the study of individual species, often
with specific tasks tailored to those species. Here, we provide a novel experimental and …

Abstract cognitive maps of social network structure aid adaptive inference

JY Son, A Bhandari… - Proceedings of the …, 2023 - National Acad Sciences
Social navigation—such as anticipating where gossip may spread, or identifying which
acquaintances can help land a job—relies on knowing how people are connected within …

Neural learning rules for generating flexible predictions and computing the successor representation

C Fang, D Aronov, LF Abbott, EL Mackevicius - elife, 2023 - elifesciences.org
The predictive nature of the hippocampus is thought to be useful for memory-guided
cognitive behaviors. Inspired by the reinforcement learning literature, this notion has been …

The role of experience in prioritizing hippocampal replay

M Huelin Gorriz, M Takigawa, D Bendor - Nature Communications, 2023 - nature.com
During sleep, recent memories are replayed by the hippocampus, leading to their
consolidation, with a higher priority given to salient experiences. To examine the role of …

RatInABox, a toolkit for modelling locomotion and neuronal activity in continuous environments

TM George, M Rastogi, W de Cothi, C Clopath… - Elife, 2024 - elifesciences.org
Generating synthetic locomotory and neural data is a useful yet cumbersome step commonly
required to study theoretical models of the brain's role in spatial navigation. This process can …

Learning predictive cognitive maps with spiking neurons during behavior and replays

J Bono, S Zannone, V Pedrosa, C Clopath - Elife, 2023 - elifesciences.org
The hippocampus has been proposed to encode environments using a representation that
contains predictive information about likely future states, called the successor …

Learning produces a hippocampal cognitive map in the form of an orthogonalized state machine

W Sun, J Winnubst, M Natrajan, C Lai, K Kajikawa… - bioRxiv, 2023 - biorxiv.org
Cognitive maps confer animals with flexible intelligence by representing spatial, temporal,
and abstract relationships that can be used to shape thought, planning, and behavior …