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» Tristability in Model Neurons
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NAR
2000
93views more  NAR 2000»
14 years 9 months ago
Olfactory Receptor Database: a sensory chemoreceptor resource
The Olfactory Receptor Database (ORDB) is a WWWaccessible database that has been expanded from an olfactory receptor resource to a chemoreceptor resource. It stores data on six cl...
Emmanouil Skoufos, Luis N. Marenco, Prakash M. Nad...
TNN
2011
126views more  TNN 2011»
14 years 4 months ago
Video Time Encoding Machines
—We investigate architectures for time encoding and time decoding of visual stimuli such as natural and synthetic video streams (movies, animation). The architecture for time enc...
Aurel A. Lazar, Eftychios A. Pnevmatikakis
JMLR
2012
13 years 5 days ago
Deep Learning Made Easier by Linear Transformations in Perceptrons
We transform the outputs of each hidden neuron in a multi-layer perceptron network to have zero output and zero slope on average, and use separate shortcut connections to model th...
Tapani Raiko, Harri Valpola, Yann LeCun
ISCAS
2006
IEEE
133views Hardware» more  ISCAS 2006»
15 years 3 months ago
Neuronal ion-channel dynamics in silicon
Abstract— We present a simple silicon circuit for modelling voltagedependent ion channels found within neural cells, capturing both the gating particle’s sigmoidal activation (...
Kai M. Hynna, Kwabena Boahen
ISCAS
2006
IEEE
162views Hardware» more  ISCAS 2006»
15 years 3 months ago
Silicon neurons that phase-lock
Abstract—We present a silicon neuron with a dynamic, active leak that enables precise spike-timing with respect to a time-varying input signal. Our neuron models the mammalian bu...
J. H. Wittig Jr., Kwabena Boahen