Automated neuron model optimization techniques: a review

Author:

Van Geit W.,De Schutter E.,Achard P.

Publisher

Springer Science and Business Media LLC

Subject

General Computer Science,Biotechnology

Reference51 articles.

1. Achard P, De Schutter E (2006) Complex parameter landscape for a complex neuron model. PLoS Comput Biol 2: e94

2. Audet C, Orban D (2004) Finding optimal algorithmic parameters using a mesh adaptive direct search. Cahiers du GERAD G-2004-xx

3. Baldi P, Vanier MC, Bower JM (1998) On the use of Bayesian methods for evaluating compartmental neural models. J Comput Neurosci 5: 285–314

4. Banga JR, Moles CG, Alonso AA (2003) Global optimization of bioprocesses using stochastic and hybrid methods. In: Floudas CA, Pardalos PM (eds) Frontiers in global optimization. Nonconvex optimization and its applications. Kluwer, Dordrecht, pp 45–70

5. Bhalla US, Bower JM (1993) Exploring parameter space in detailed single neuron models: simulations of the mitral and granule cells of the olfactory bulb. J Neurophysiol 69: 1948–1965

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