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» From Neuron to Neural Networks dynamics

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NN
2002
Springer

122views Neural Networks» more NN 2002»

Cellular, synaptic and network effects of neuromodulation

14 years 9 months ago

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All network dynamics emerge from the complex interaction between the intrinsic membrane properties of network neurons and their synaptic connections. Nervous systems contain numer...

Eve Marder, Vatsala Thirumalai

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IJCNN
2007
IEEE

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System Identification for the Hodgkin-Huxley Model using Artificial Neural Networks

15 years 4 months ago

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— A single biological neuron is able to perform complex computations that are highly nonlinear in nature, adaptive, and superior to the perceptron model. A neuron is essentially ...

Manish Saggar, Tekin Meriçli, Sari Andoni, ...

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ICANN
2003
Springer

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Online Processing of Multiple Inputs in a Sparsely-Connected Recurrent Neural Network

15 years 3 months ago

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The storage and short-term memory capacities of recurrent neural networks of spiking neurons are investigated. We demonstrate that it is possible to process online many superimpose...

Julien Mayor, Wulfram Gerstner

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IJCNN
2000
IEEE

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Basic Dynamics from a Pulse-Coupled Network of Autonomous Integrate-and-Fire Chaotic Circuits

15 years 2 months ago