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Write out the equations of operation for the network in Figure E14.3. Assume that all weights have a value of 0.5, and that all biases have a value of 0.
i. Assume that the initial network output is a(0) = 0.5 , and that the initial network input is p(1) = 1 . Solve for a(1).
ii. Describe any problems that you would have in simulating this network. Will you be able to apply the BPTT and RTRL algorithms to compute the gradients for this network? What test should you apply to recurrent networks to determine if they can be simulated and trained?
Define the specialization/concentration of your field. Describe the word ACRONYMS and list the acronym for your expected degree. e.g. CONS for Construction Technology.
Important information about Mechanical engineering dynamics, A 3000 lb car rests on a horizontal street out of gas with its brakes locked.
A sample of natural glacial till was taken from below the groundwater table. The water content was found to be 52%. Estimate the wet density,dry density,buoyant density,porosity,and void ratio. Clearly state any necessary assumptions.
A small lake with volume of 20,000 m^3 has no natural pollutant sources. However, a sewage pipe discharges sewage containing an organic polluntant into the lake. Conditions in the sewage pipe are Qs= 0.5 m^3/s, and Cs= 100mg/L.
Explain the purpose of the first bit in terms of generating orthogonal signals. (b) Assume that the mod-2 sum of each pair of rows of Hb is another row of Hb for any given integer b ≥ 1. Use this to prove the same result for Hb+1
A product enters a tunnel dryer with 56% moisture content(wet basis) at a rate of 10 kg/h. The tunnel is supplied with 1500 kg dry air/h at 50°C and 10% RH
An existing high-way railway at-grade crossing is being redesigned as a grade seperated to improve traffic operations. the railway must remain at the same elevation. the highway is being reconstructed to travel under the railway.
When a plastics plant is redesigned, a tank exit is now facing the wrong direction and must be connected to a pipe of diameter D=0.2 m with a180o bend in a horizontal plane.
Flue gas containing NO2is then treated by an air pollution control equipment with 85% efficiency. Determine the annual emission rate of NO2 leaving the air pollution control device.
Find the final mass of water, the piston work from 1 to 2, the required compressor work, and the final pressure, P3.
The pressure inside a 4 cm hose is 700 kPa. If the water exits through a 2 cm diameter nozzle, what velocity in m/s, can be expected inside the hose ?
A quartzite sample in a compression testing machine is 180mm long and 54mm in diameter. what is the stress under a load of 100kN? if the modulus of elasticity is 102kN/mm2, find the strain develope in the sample.
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