Model Concept: Hebbian plasticity

Changes in synaptic strengths due to synchronized activity in pre and post-synaptic cells.

  1. Acetylcholine-modulated plasticity in reward-driven navigation (Zannone et al 2018)
  2. Alternative time representation in dopamine models (Rivest et al. 2009)
  3. Basal Ganglia and Levodopa Pharmacodynamics model for parameter estimation in PD (Ursino et al 2020)
  4. Behavioral time scale synaptic plasticity underlies CA1 place fields (Bittner et al. 2017)
  5. Cerebellar memory consolidation model (Yamazaki et al. 2015)
  6. Cortex learning models (Weber at al. 2006, Weber and Triesch, 2006, Weber and Wermter 2006/7)
  7. Development of modular activity of grid cells (Urdapilleta et al 2017)
  8. Dynamic dopamine modulation in the basal ganglia: Learning in Parkinson (Frank et al 2004,2005)
  9. Generation of stable heading representations in diverse visual scenes (Kim et al 2019)
  10. Hebbian STDP for modelling the emergence of disparity selectivity (Chauhan et al 2018)
  11. Locus Coeruleus blocking model (Chowdhury et al.)
  12. Modeling hebbian and homeostatic plasticity (Toyoizumi et al. 2014)
  13. Online learning model of olfactory bulb external plexiform layer network (Imam & Cleland 2020)
  14. Optimal spatiotemporal spike pattern detection by STDP (Masquelier 2017)
  15. Simulated cortical color opponent receptive fields self-organize via STDP (Eguchi et al., 2014)
  16. Spatial structure from diffusive synaptic plasticity (Sweeney and Clopath, 2016)
  17. Supervised learning with predictive coding (Whittington & Bogacz 2017)
  18. Synaptic plasticity for hippocampal place field formation and dynamics (Savelli 2024)
  19. Towards a biologically plausible model of LGN-V1 pathways (Lian et al 2019)
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