Literature DB >> 28431369

The temporal paradox of Hebbian learning and homeostatic plasticity.

Friedemann Zenke1, Wulfram Gerstner2, Surya Ganguli3.   

Abstract

Hebbian plasticity, a synaptic mechanism which detects and amplifies co-activity between neurons, is considered a key ingredient underlying learning and memory in the brain. However, Hebbian plasticity alone is unstable, leading to runaway neuronal activity, and therefore requires stabilization by additional compensatory processes. Traditionally, a diversity of homeostatic plasticity phenomena found in neural circuits is thought to play this role. However, recent modelling work suggests that the slow evolution of homeostatic plasticity, as observed in experiments, is insufficient to prevent instabilities originating from Hebbian plasticity. To remedy this situation, we suggest that homeostatic plasticity is complemented by additional rapid compensatory processes, which rapidly stabilize neuronal activity on short timescales.
Copyright © 2017 Elsevier Ltd. All rights reserved.

Mesh:

Year:  2017        PMID: 28431369     DOI: 10.1016/j.conb.2017.03.015

Source DB:  PubMed          Journal:  Curr Opin Neurobiol        ISSN: 0959-4388            Impact factor:   6.627


  33 in total

1.  Adaptation of spontaneous activity in the developing visual cortex.

Authors:  Marina E Wosniack; Jan H Kirchner; Ling-Ya Chao; Nawal Zabouri; Christian Lohmann; Julijana Gjorgjieva
Journal:  Elife       Date:  2021-03-16       Impact factor: 8.140

2.  Modulator-Gated, SUMOylation-Mediated, Activity-Dependent Regulation of Ionic Current Densities Contributes to Short-Term Activity Homeostasis.

Authors:  Anna R Parker; Lori A Forster; Deborah J Baro
Journal:  J Neurosci       Date:  2018-11-30       Impact factor: 6.167

3.  Removal of area CA3 from hippocampal slices induces postsynaptic plasticity at Schaffer collateral synapses that normalizes CA1 pyramidal cell discharge.

Authors:  Theodore C Dumas; Michael R Uttaro; Carolina Barriga; Tiffany Brinkley; Maryam Halavi; Susan N Wright; Michele Ferrante; Rebekah C Evans; Sarah L Hawes; Erin M Sanders
Journal:  Neurosci Lett       Date:  2018-05-05       Impact factor: 3.046

Review 4.  Dendritic structural plasticity and neuropsychiatric disease.

Authors:  Marc P Forrest; Euan Parnell; Peter Penzes
Journal:  Nat Rev Neurosci       Date:  2018-03-16       Impact factor: 34.870

5.  Lifelong Learning of Spatiotemporal Representations With Dual-Memory Recurrent Self-Organization.

Authors:  German I Parisi; Jun Tani; Cornelius Weber; Stefan Wermter
Journal:  Front Neurorobot       Date:  2018-11-28       Impact factor: 2.650

6.  Review of deep learning: concepts, CNN architectures, challenges, applications, future directions.

Authors:  Laith Alzubaidi; Jinglan Zhang; Amjad J Humaidi; Ayad Al-Dujaili; Ye Duan; Omran Al-Shamma; J Santamaría; Mohammed A Fadhel; Muthana Al-Amidie; Laith Farhan
Journal:  J Big Data       Date:  2021-03-31

7.  NMDA Receptor Alterations After Mild Traumatic Brain Injury Induce Deficits in Memory Acquisition and Recall.

Authors:  David Gabrieli; Samantha N Schumm; Nicholas F Vigilante; David F Meaney
Journal:  Neural Comput       Date:  2020-11-30       Impact factor: 2.026

8.  Heterosynaptic Plasticity Determines the Set Point for Cortical Excitatory-Inhibitory Balance.

Authors:  Rachel E Field; James A D'amour; Robin Tremblay; Christoph Miehl; Bernardo Rudy; Julijana Gjorgjieva; Robert C Froemke
Journal:  Neuron       Date:  2020-03-25       Impact factor: 17.173

Review 9.  Degeneracy in hippocampal physiology and plasticity.

Authors:  Rahul K Rathour; Rishikesh Narayanan
Journal:  Hippocampus       Date:  2019-07-13       Impact factor: 3.899

10.  Divergent Synaptic Scaling of Miniature EPSCs following Activity Blockade in Dissociated Neuronal Cultures.

Authors:  Amanda L Hanes; Andrew G Koesters; Ming-Fai Fong; Haider F Altimimi; David Stellwagen; Peter Wenner; Kathrin L Engisch
Journal:  J Neurosci       Date:  2020-04-20       Impact factor: 6.167

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.