Attractor Dynamics in Networks with Learning Rules Inferred from In Vivo Data
Sign Up to like & getrecommendations! Published in 2018 at "Neuron"
DOI: 10.1016/j.neuron.2018.05.038
Abstract: The attractor neural network scenario is a popular scenario for memory storage in the association cortex, but there is still a large gap between models based on this scenario and experimental data. We study a… read more here.
Keywords: firing rates; attractor dynamics; attractor; learning rules ... See more keywords
Learning rules of engagement for social exchange within and between groups.
Sign Up to like & getrecommendations! Published in 2023 at "Proceedings of the National Academy of Sciences of the United States of America"
DOI: 10.1073/pnas.2218443120
Abstract: Globalizing economies and long-distance trade rely on individuals from different cultural groups to negotiate agreement on what to give and take. In such settings, individuals often lack insight into what interaction partners deem fair and… read more here.
Keywords: within groups; exchange within; social exchange; engagement social ... See more keywords
Synergistic effects of adaptive reward and reinforcement learning rules on cooperation
Sign Up to like & getrecommendations! Published in 2023 at "New Journal of Physics"
DOI: 10.1088/1367-2630/acd26e
Abstract: Understanding cooperative behavior in multi-agent system is a research hotspot. In the context of pairwise interaction games, several researches have used reinforcement learning rules to successfully explain and predict the behavior of agents. However, multi-agent… read more here.
Keywords: reinforcement learning; synergistic effects; reward; adaptive reward ... See more keywords
Experience with predators shapes learning rules in larval amphibians
Sign Up to like & getrecommendations! Published in 2017 at "Behavioral Ecology"
DOI: 10.1093/beheco/arw161
Abstract: Experience is essential for many prey species that must learn about predation risk to survive and reproduce. How prey incorporate information about predation risk via multiple learning events has been the subject of several studies,… read more here.
Keywords: experience; predators shapes; learning rules; learned responses ... See more keywords
Neural learning rules for generating flexible predictions and computing the successor representation
Sign Up to like & getrecommendations! Published in 2022 at "eLife"
DOI: 10.1101/2022.05.18.492543
Abstract: 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 formalized as a predictive map called the successor representation (SR).… read more here.
Keywords: successor representation; neural learning; learning rules; learning ... See more keywords
Evolving Dual-Threshold Bienenstock-Cooper-Munro Learning Rules in Echo State Networks.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3184004
Abstract: The strengthening and the weakening of synaptic strength in existing Bienenstock-Cooper-Munro (BCM) learning rule are determined by a long-term potentiation (LTP) sliding modification threshold and the afferent synaptic activities. However, synaptic long-term depression (LTD) even… read more here.
Keywords: state; threshold; dual threshold; bienenstock cooper ... See more keywords
A Hybrid CMOS-Memristor Spiking Neural Network Supporting Multiple Learning Rules.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3202501
Abstract: Artificial intelligence (AI) is changing the way computing is performed to cope with real-world, ill-defined tasks for which traditional algorithms fail. AI requires significant memory access, thus running into the von Neumann bottleneck when implemented… read more here.
Keywords: network; cmos memristor; spiking neural; hybrid cmos ... See more keywords
Learning the rules of the game: The role of generic "you" and "we" in shaping children's interpretations of norms.
Sign Up to like & getrecommendations! Published in 2022 at "Child development"
DOI: 10.1111/cdev.13846
Abstract: A critical skill of childhood is learning social norms. We examine whether the generic pronouns "you" and "we," which frame information as applying to people in general rather than to a specific individual, facilitate this… read more here.
Keywords: generic pronouns; generic shaping; role generic; rules game ... See more keywords