Biological underpinnings for lifelong learning machines
D Kudithipudi, M Aguilar-Simon, J Babb… - Nature Machine …, 2022 - nature.com
Biological organisms learn from interactions with their environment throughout their lifetime.
For artificial systems to successfully act and adapt in the real world, it is desirable to similarly …
For artificial systems to successfully act and adapt in the real world, it is desirable to similarly …
The process definition of creativity
The “standard” definition of creativity as novel and useful describes creative products, but
creativity is constituted by processes. This misalignment contributes to the oft-noted …
creativity is constituted by processes. This misalignment contributes to the oft-noted …
Top-down neural attention by excitation backprop
We aim to model the top-down attention of a convolutional neural network (CNN) classifier
for generating task-specific attention maps. Inspired by a top-down human visual attention …
for generating task-specific attention maps. Inspired by a top-down human visual attention …
Attentional pooling for action recognition
We introduce a simple yet surprisingly powerful model to incorporate attention in action
recognition and human object interaction tasks. Our proposed attention module can be …
recognition and human object interaction tasks. Our proposed attention module can be …
Norepinephrine ignites local hotspots of neuronal excitation: How arousal amplifies selectivity in perception and memory
Emotional arousal enhances perception and memory of high-priority information but impairs
processing of other information. Here, we propose that, under arousal, local glutamate levels …
processing of other information. Here, we propose that, under arousal, local glutamate levels …
[HTML][HTML] Visual selection: Usually fast and automatic; seldom slow and volitional
J Theeuwes - Journal of cognition, 2018 - ncbi.nlm.nih.gov
Recently it was argued that in addition to top-down and bottom-up processes, lingering
biases of selection history play a major role in visual selection (Awh, Belopolsky & …
biases of selection history play a major role in visual selection (Awh, Belopolsky & …
Prefrontal parvalbumin neurons in control of attention
H Kim, S Ährlund-Richter, X Wang, K Deisseroth… - Cell, 2016 - cell.com
While signatures of attention have been extensively studied in sensory systems, the neural
sources and computations responsible for top-down control of attention are largely …
sources and computations responsible for top-down control of attention are largely …
State-of-the-art in visual attention modeling
Modeling visual attention-particularly stimulus-driven, saliency-based attention-has been a
very active research area over the past 25 years. Many different models of attention are now …
very active research area over the past 25 years. Many different models of attention are now …
Goal-driven, stimulus-driven, and history-driven selection
J Theeuwes - Current opinion in psychology, 2019 - Elsevier
Highlights•Lingering biases of previous selection episodes play a major role in attentional
selection.•Statistical learning of the environmental regularities biases attentional …
selection.•Statistical learning of the environmental regularities biases attentional …
[图书][B] The cognitive-emotional brain: From interactions to integration
L Pessoa - 2013 - books.google.com
A study that goes beyond the debate over functional specialization to describe the ways that
emotion and cognition interact and are integrated in the brain. The idea that a specific brain …
emotion and cognition interact and are integrated in the brain. The idea that a specific brain …