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the characteristic leak time of neuron k.
where C k is the membrane capacity of neuron k.
Spiking events are used to update the conductance of neuron k according to spikes emitted by pre-synaptic neurons.
If, at some time t, V k ( t ) = θ, then neuron k emits a spike or "fires".
It is 1 if and only if neuron k 1 fires at time n 1, …, k r fires at time n r.
This is the minimal relaxation time scale for neuron k while τ L, k = C k g L, k is the maximal relaxation time.
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However, the increase of the number of neurons (K), i.e., the size of the lattice, and the dimensionality d of the data stream will increase this cost linearly.
Thus, λ2 and λ3 are related to the error in the transmission between two outer neurons, k and l, with k,l≠1.
Determine the number of neurons (k) that participated in the ordered pairs.
Our strategy was to use the following algorithm to derive a template sequence from all ordered pairs of a trajectory: Determine the number of neurons (k ) that participated in the ordered pairs.
Furthermore, excitotoxicity has been shown to result in a distal axonopathy in retinal ganglion cells (Saggu et al., 2008) and cultured motor neurons (King et al., 2007).
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