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Gain modulation and stability in biological neural systems
- Title
- Gain modulation and stability in biological neural systems
- Funding
- ARC | Discovery Projects
- Contract (GA) number
- DP0664271
- Start Date
- 2006/01/01
- End Date
- 2008/12/31
- Open Access mandate
- no
- Organizations
- -
- More information
- http://purl.org/au-research/grants/arc/DP0664271
-
Specialisation in recurrent neural networks with spike-timing-dependent plasticity
Gilson , Matthieu; Grayden , David B.; Thomas , Doreen A.; Burkitt , Anthony N.; Van Hemmen , J. Leo (2008)
Projects: ARC | Adaptive learning in networks of spiking neurons for recognising patterns that change with time (DP0453205), ARC | Gain modulation and stability in biological neural systems (DP0664271)ISBN : 978-2-9532965-0-1; We examine in this paper how Spike-Timing-Dependent Plasticity (STDP) can implement the strengthening of recurrent excitatory connections in addition to their homeostatic equilibrium in a network of Poisson neurons stimulated by correlated pools of external inputs. This phenomenon is determined by the interplay between STDP, the neuronal mechanisms related to the post-synaptic response and the input correlation structure. Our results can be related to the emergence o... -
No project research data found
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Scientific Results
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