15 citations · 15 across the 3 of their papers we have counts for
3 papers
q-bio.NC2005
Noise-enhanced computation in a model of a cortical column
Julien Mayor, Wulfram Gerstner
Varied sensory systems use noise in order to enhance detection of weak signals. It has been conjectured in the literature that this effect, known as stochastic resonance, may take…
q-bio.NC2005★ 15 cited
Optimal Spike-Timing Dependent Plasticity for Precise Action Potential Firing
Jean-Pascal Pfister, Taro Toyoizumi, David Barber +1
In timing-based neural codes, neurons have to emit action potentials at precise moments in time. We use a supervised learning paradigm to derive a synaptic update rule that optimiz…
q-bio.NC2005
Transient Information Flow in a Network of Excitatory and Inhibitory Model Neurons: Role of Noise and Signal Autocorrelation
Julien Mayor, Wulfram Gerstner
We investigate the performance of sparsely-connected networks of integrate-and-fire neurons for ultra-short term information processing. We exploit the fact that the population act…