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PPKE ITK PhD and MPhil Thesis Classes

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List of Figures<br />

1.1 Location of the CNN cells on a 2D grid, where the gray cells are<br />

the direct neighbors of the black cell . . . . . . . . . . . . . . . . 4<br />

1.2 The output sigmoid function . . . . . . . . . . . . . . . . . . . . . 5<br />

1.3 Zero- (a) <strong>and</strong> first-order (b) nonlinearity . . . . . . . . . . . . . . 7<br />

1.4 The architecture of the CNN Universal Machine, the extended<br />

CNN nucleus <strong>and</strong> the functional blocks of the GAPU . . . . . . . 8<br />

1.5 General architecture of the programmable logic block . . . . . . . 13<br />

1.6 Programmable I/O architecture . . . . . . . . . . . . . . . . . . . 15<br />

1.7 Basic programmable switches . . . . . . . . . . . . . . . . . . . . 16<br />

1.8 Symmetrical wiring . . . . . . . . . . . . . . . . . . . . . . . . . . 17<br />

1.9 Cellular wiring . . . . . . . . . . . . . . . . . . . . . . . . . . . . 18<br />

1.10 Row-based wiring . . . . . . . . . . . . . . . . . . . . . . . . . . . 19<br />

1.11 IBM PowerPC405 processor integration on Xilinx FPGA . . . . . 21<br />

1.12 Block diagram of the Cell processor . . . . . . . . . . . . . . . . . 27<br />

1.13 Block diagram of the functional units of the PowerPC Processor<br />

Element . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 28<br />

1.14 Block diagram of the Synergistic Processor Element . . . . . . . . 30<br />

1.15 IBM Blade Center QS20 architecture . . . . . . . . . . . . . . . . 33<br />

2.1 Generation of the left neighborhood . . . . . . . . . . . . . . . . . 38<br />

2.2 Rearrangement of the state values . . . . . . . . . . . . . . . . . . 38<br />

2.3 Results of the loop unrolling . . . . . . . . . . . . . . . . . . . . . 39<br />

v

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