http://wiki.dcae.pub.ro/index.php?action=history&feed=atom&title=Artificial_Neural_Network 2026-05-14T09:43:04Z Istoricul versiunilor pentru această pagină din wiki MediaWiki 1.35.14 http://wiki.dcae.pub.ro/index.php?title=Artificial_Neural_Network&diff=1393&oldid=prev 2013-03-14T08:21:06Z

<p>Pagină nouă: == Objective == Create a PLB peripheral for accelerating artifial neural network (ANN) computation. Test attained acceleration when compared to a processor-only ANN implementation. ...</p> <p><b>Pagină nouă</b></p><div>== Objective ==<br /> <br /> Create a PLB peripheral for accelerating artifial neural network (ANN) computation. Test attained acceleration when compared to a processor-only ANN implementation.<br /> <br /> == References ==<br /> <br /> http://en.wikipedia.org/wiki/Artificial_neural_network<br /> http://en.wikipedia.org/wiki/Artificial_neuron<br /> <br /> == Requirements ==<br /> <br /> # Implement a circuit for computing an artificial neuron output in Verilog (integrated within a user_logic.v peripheral template)<br /> # Implement a test-bench for the Verilog code<br /> # Analyze FPGA resource utilization of your circuit for different number of neuron inputs (e.g, 8-16-32-128 integers)<br /> # Create an XPS system which uses the ANN peripheral and determine what is the maximum size of input arrays on the Nexys-2 Board<br /> # Implement the system and export it to SDK<br /> # Create a C code project for processor-only ANN (5-10 neurons), and test speed.<br /> # Create a C code project for accelerated ANN of the same structure as above, and test speed.</div>

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