Sciweavers

29 search results - page 3 / 6
» Attractor Dynamics in an Electronic Neural Network
Sort
View
NC
2007
123views Neural Networks» more  NC 2007»
13 years 5 months ago
The complexity of latching transitions in large scale cortical networks
Abstract. We study latching dynamics, i.e. the ability of a network to hop spontaneously from one discrete attractor state to another, which has been proposed as a model of an inļ¬...
Emilio Kropff, Alessandro Treves
NN
1998
Springer
13 years 5 months ago
Multiple cusp bifurcations
The cusp bifurcation provides one of the simplest routes leading to bistability and hysteresis in neuron dynamics. We show that weakly connected networks of neurons near cusp bifu...
Eugene M. Izhikevich
ESANN
2007
13 years 7 months ago
Structured reservoir computing with spatiotemporal chaotic attractors
Abstract. We approach the themes ā€œcomputing with chaosā€ and ā€œreservoir computingā€ in a uniļ¬ed setting. Diļ¬€erent neural architectures are mentioned which display chaotic...
Carlos Lourenço
NIPS
1997
13 years 6 months ago
Minimax and Hamiltonian Dynamics of Excitatory-Inhibitory Networks
A Lyapunov function for excitatory-inhibitory networks is constructed. The construction assumes symmetric interactions within excitatory and inhibitory populations of neurons, and...
H. Sebastian Seung, Tom J. Richardson, J. C. Lagar...
NECO
2008
84views more  NECO 2008»
13 years 5 months ago
Stochastic Synchrony of Chaos in a Pulse-Coupled Neural Network with Both Chemical and Electrical Synapses Among Inhibitory Neur
The synchronous firing of neurons in a pulse coupled neural network composed of excitatory and inhibitory neurons is analyzed. The neurons are connected by both chemical synapses ...
Takashi Kanamaru, Kazuyuki Aihara