Sentence examples for recurrent weights from inspiring English sources

Since all the weights (including recurrent weights) are also on-line adjusted, the proposed controller is more suitable for applying to uncertain time-delay systems.

We also derive and test two gradient descent based orthogonalization procedures for recurrent weights matrix, which considerably increase the memory capacity, approaching the upper bound, which is equal to the reservoir size, as proved for linear reservoirs.

2, we present the dynamical system of the megamap model and describe two methods used to set the recurrent weights.

At each iteration, the recurrent weights are updated to incorporate the novel subregions (red) into the learned environment (gray).

Nonetheless, it would be an interesting and relevant study to address how the dynamics change given plasticity in the recurrent weights during the retrieval phase, as is more biologically realistic.

Even when we approximate the recurrent weights using only the first two terms in the Fourier series, however, the recurrent circuitry among both populations of neurons renders the solutions too complex to be helpful in understanding how the parameters of the model affect the dynamics.

The recurrent weight obtained by our approach shown in Figure 13a-1 indicathisthis fact.

Therefore, ESN randomly generates the input and recurrent weight matrices in network initialization and fixes them during network learning.

For the example presented in Fig. 1, the recurrent weight matrix W is updated as the animal gradually learns novel subregions of an environment [10].

(b) The resulting sparse matrix is scaled to obtain the recurrent weight matrix, i.e., W res = a res W/|λ max|.

So, we can change the percentage of nonzero elements relative to the total amount of elements in W res to adjust the sparsity f sparsity of the recurrent weight matrix.