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IJON
2007
99views more  IJON 2007»
13 years 10 months ago
Criticality of avalanche dynamics in adaptive recurrent networks
In many studies of self-organized criticality (SOC), branching processes were used to model the dynamics of the activity of the system during avalanches. This mathematical simpli...
Anna Levina, Udo Ernst, J. Michael Herrmann
IJON
2007
116views more  IJON 2007»
13 years 10 months ago
Criticality of lateral inhibition for edge enhancement in neural systems
Although the role of lateral inhibition in edge (contrast) enhancement is well known, it has not been parametrized. This paper investigates the imbalance between the lateral inhib...
Pradeep Arkachar, Meghanad D. Wagh
IJON
2007
93views more  IJON 2007»
13 years 10 months ago
Development of multi-cluster cortical networks by time windows for spatial growth
Many neural networks, such as the complex cortical networks of the mammalian brain, are organized in multiple clusters, with many connections within but few links between clusters...
Marcus Kaiser, Claus C. Hilgetag
IJON
2007
94views more  IJON 2007»
13 years 10 months ago
A method for speeding up feature extraction based on KPCA
Kernel principal component analysis (KPCA) extracts features of samples with an efficiency in inverse proportion to the size of the training sample set. In this paper, we develop...
Yong Xu, David Zhang, Fengxi Song, Jing-Yu Yang, Z...
IJON
2007
55views more  IJON 2007»
13 years 10 months ago
Short-term plasticity in a computational model of the tail-withdrawal circuit in Aplysia
The tail-withdrawal circuit of Aplysia provides a useful model system for investigating synaptic dynamics. Sensory neurons within the circuit manifest several forms of synaptic pl...
Douglas A. Baxter, John H. Byrne