https://www.frontiersin.org/journals/computational-neuroscience/articles/10.3389/fncom.2017.00119/full
Frontiers | Dynamic Hebbian Cross-Correlation Learning Resolves the Spike Timing Dependent...
Spike Timing-Dependent Plasticity has been found to assume many different forms. The classic STDP curve, with one potentiating and one depressing window, is ...
cross correlationthe spikefrontiersdynamichebbian
https://arxiv.org/abs/2406.04733
[2406.04733] Unsupervised representation learning with Hebbian synaptic and structural plasticity...
Abstract page for arXiv paper 2406.04733: Unsupervised representation learning with Hebbian synaptic and structural plasticity in brain-like feedforward neural...
representation learning240604733unsupervised
https://elifesciences.org/articles/27756
Sequential neuromodulation of Hebbian plasticity offers mechanism for effective reward-based...
Sequential neuromodulation by acetylcholine and dopamine enables correlational synaptic learning which, when incorporated into a computational model, yields...
hebbian plasticitysequentialneuromodulation
https://elifesciences.org/reviewed-preprints/91421
Non-Hebbian plasticity transforms transient experiences into lasting memories
hebbian plasticitynontransformstransientexperiences
https://www.frontiersin.org/journals/computational-neuroscience/articles/10.3389/fncom.2012.00102/full
Frontiers | Associative memory model with long-tail-distributed Hebbian synaptic connections
The postsynaptic potentials of pyramidal neurons have a non-Gaussian amplitude distribution with a heavy tail in both hippocampus and neocortex. Such distri...
associative memorylong tailfrontiersmodel
https://en.wikipedia.org/wiki/Hebb%27s_rule
Hebbian theory - Wikipedia
hebbian theorywikipedia
https://www.frontiersin.org/journals/synaptic-neuroscience/articles/10.3389/fnsyn.2010.00147/full
Frontiers | A Re-Examination of Hebbian-Covariance Rules and Spike Timing-Dependent Plasticity in...
Spike-Timing-Dependent Plasticity (STDP) is considered as an ubiquitous rule for associative plasticity in cortical networks in vitro. However, limited suppo...
https://www.stir.ac.uk/research/hub/publication/688737
Conference Paper (published) | A model of clipped hebbian learning in a neocortical pyramidal cell...
https://arxiv.org/abs/2603.22512v1
[2603.22512v1] Hebbian Attractor Networks for Robot Locomotion
Abstract page for arXiv paper 2603.22512v1: Hebbian Attractor Networks for Robot Locomotion
2603hebbianattractornetworksrobot
https://openreview.net/forum?id=L6qJmsznw8
Emergence of Hebbian Dynamics in Regularized Non-Local Learners | OpenReview
Stochastic gradient descent (SGD) is often viewed as biologically implausible, while local Hebbian rules dominate theories of synaptic plasticity in our brain....
non localemergencehebbiandynamicslearners
https://arxiv.org/abs/2203.01304
[2203.01304] Supervised Hebbian Learning
Abstract page for arXiv paper 2203.01304: Supervised Hebbian Learning
220301304supervisedhebbianlearning