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2002
91views more  BC 2002»
13 years 5 months ago
Mathematical formulations of Hebbian learning
Several formulations of correlation-based Hebbian learning are reviewed. On the presynaptic side, activity is described either by a firing rate or by presynaptic spike arrival. The...
Wulfram Gerstner, Werner M. Kistler
BC
2002
72views more  BC 2002»
13 years 5 months ago
Spatiotemporal specificity of synaptic plasticity: cellular rules and mechanisms
Abstract. Recent experimental results on spike-timingdependent plasticity (STDP) and heterosynaptic interaction in various systems have revealed new temporal and spatial properties...
Guo-Qiang Bi
BC
2002
102views more  BC 2002»
13 years 5 months ago
Pathological tremors as diffusional processes
Two types of pathological tremors, essential and Parkinsonian, are studied using dynamical systems theory. It is shown that pathological tremors can be characterized as diffusional...
Jianbo Gao, Wen-wen Tung
BC
2002
70views more  BC 2002»
13 years 5 months ago
Mechanisms and significance of spike-timing dependent plasticity
Hebb's original postulate left two important issues unaddressed: (i) what is the effective time window between pre- and postsynaptic activity that will result in potentiation?...
Uma R. Karmarkar, Mark T. Najarian, Dean V. Buonom...
BC
2002
91views more  BC 2002»
13 years 5 months ago
Linear combinations of nonlinear models for predicting human-machine interface forces
ACT This study presents a computational framework that capitalizes on known human neuromechanical characteristics during limb movements in order to predict man-machine interactions...
James L. Patton, Ferdinando A. Mussa-Ivaldi