The data are being released with dual input and processed in the EPIINFO3.4.2 program.
A feed forward neural network has no feedback paths and inputs are processed in the forward direction.
The next challenge is to explore how the iNC pathway fine-tunes how sensory inputs are processed in the cerebellum, and to better understand its role in the execution of complex movements, including in people with conditions that affect motor function, such as ataxias.
The problem being investigated concerns the selection of basis function centers that contribute most in network's performance, given that the clustering process in the input space is guided by the clustering in the output space.
With their help one can achieve an overall schematic representation of linked production processes, in which the input data can be derived from the case in point.
Figure 3 illustrates a hypothetical example: in this scenario, the middle two proteins contain both domains, and thus each could be arbitrarily assigned to either the top or bottom COG depending on the order the input is processed in.
(A) The ith neuron in the model processes the input (u_{1}(t)) by two parallel linear filters with impulse responses (g^{i1}_{1}(t)) and (g^{i2}_{1}(t)), respectively, followed by squaring.
The optimal size and number of frequency bands will be found experimentally but, just to give an example here, our baseline system will process the input in 17-frame blocks along the time axis, and each convolutional neuron will operate on a 17 × 7 spectro-temporal window.
The input is processed in 1024-bit blocks.
