Eligibility traces and plasticity on behavioral time scales: experimental support of neohebbian three-factor learning rules

W Gerstner, M Lehmann, V Liakoni… - Frontiers in neural …, 2018‏ - frontiersin.org
Most elementary behaviors such as moving the arm to grasp an object or walking into the
next room to explore a museum evolve on the time scale of seconds; in contrast, neuronal …

Vector symbolic architectures as a computing framework for emerging hardware

D Kleyko, M Davies, EP Frady, P Kanerva… - Proceedings of the …, 2022‏ - ieeexplore.ieee.org
This article reviews recent progress in the development of the computing framework vector
symbolic architectures (VSA)(also known as hyperdimensional computing). This framework …

Birth of a transformer: A memory viewpoint

A Bietti, V Cabannes, D Bouchacourt… - Advances in …, 2023‏ - proceedings.neurips.cc
Large language models based on transformers have achieved great empirical successes.
However, as they are deployed more widely, there is a growing need to better understand …

[HTML][HTML] Neural reuse of action perception circuits for language, concepts and communication

F Pulvermüller - Progress in neurobiology, 2018‏ - Elsevier
Neurocognitive and neurolinguistics theories make explicit statements relating specialized
cognitive and linguistic processes to specific brain loci. These linking hypotheses are in …