Neuromodulation of spike-timing-dependent plasticity: past, present, and future

Z Brzosko, SB Mierau, O Paulsen - Neuron, 2019 - cell.com
Spike-timing-dependent synaptic plasticity (STDP) is a leading cellular model for behavioral
learning and memory with rich computational properties. However, the relationship between …

Spiking neural networks for autonomous driving: A review

FS Martínez, J Casas-Roma, L Subirats… - … Applications of Artificial …, 2024 - Elsevier
The rapid progress of autonomous driving (AD) has triggered a surge in demand for safer
and more efficient autonomous vehicles, owing to the intricacy of modern urban …

Nonlinear slow-timescale mechanisms in synaptic plasticity

C O'Donnell - Current opinion in neurobiology, 2023 - Elsevier
Learning and memory rely on synapses changing their strengths in response to neural
activity. However, there is a substantial gap between the timescales of neural electrical …

[HTML][HTML] Bridging the gap between striatal plasticity and learning

E Perrin, L Venance - Current opinion in neurobiology, 2019 - Elsevier
Highlights•Hebbian protocols induce bidirectional plasticity (LTP and LTD) in the
striatum.•Multiple pathways interact to induce activity-dependent STDP in the …

Modulation of spike-timing dependent plasticity: towards the inclusion of a third factor in computational models

A Foncelle, A Mendes… - Frontiers in …, 2018 - frontiersin.org
In spike-timing dependent plasticity (STDP) change in synaptic strength depends on the
timing of pre-vs. postsynaptic spiking activity. Since STDP is in compliance with Hebb's …

Stochasticity in the synchronization of strongly coupled spiking oscillators

E Qiu, P Salev, L Fratino, R Rocco, H Navarro… - Applied Physics …, 2023 - pubs.aip.org
Synchronization of electrical oscillators is a crucial step toward practical implementation of
oscillator-based and bio-inspired computing. Here, we report the emergence of an unusual …

Anti-Hebbian plasticity drives sequence learning in striatum

G Vignoud, L Venance, JD Touboul - Communications biology, 2024 - nature.com
Spatio-temporal activity patterns have been observed in a variety of brain areas in
spontaneous activity, prior to or during action, or in response to stimuli. Biological …

Lights on endocannabinoid-mediated synaptic potentiation

C Piette, Y Cui, N Gervasi, L Venance - Frontiers in molecular …, 2020 - frontiersin.org
The endocannabinoid (eCB) system is a lipid-based neurotransmitter complex that plays
crucial roles in the neural control of learning and memory. The current model of eCB …

Dopamine–endocannabinoid interactions mediate spike-timing-dependent potentiation in the striatum

H Xu, S Perez, A Cornil, B Detraux, I Prokin… - Nature …, 2018 - nature.com
Dopamine modulates striatal synaptic plasticity, a key substrate for action selection and
procedural learning. Thus, characterizing the repertoire of activity-dependent plasticity in …

A stochastic model of hippocampal synaptic plasticity with geometrical readout of enzyme dynamics

YE Rodrigues, CM Tigaret, H Marie, C O'Donnell… - Elife, 2023 - elifesciences.org
Discovering the rules of synaptic plasticity is an important step for understanding brain
learning. Existing plasticity models are either (1) top-down and interpretable, but not flexible …