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Intrinsic Embedded Hardware Evolution of Block-based Neural Networks

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Intrinsic Embedded Hardware Evolution of Block-based Neural Networks
- An intrinsic embedded online evolution system has been designed using Block-based neural networks and implemented on Xilinx VirtexIIPro FPGAs. The designed network can dynamically adapt its structure and parameters to input data pattern variations without any FPGA reconfiguration overheads, overcoming a major bottleneck for online evolution systems. With increasing speeds of silicon hardware and availability of faster embedded processors in the near future, a wide spread deployment of these platforms is becoming possible.
Saumil Merchant, Gregory D. Peterson, Seong Kong
Added 30 Oct 2010
Updated 30 Oct 2010
Type Conference
Year 2006
Where ERSA
Authors Saumil Merchant, Gregory D. Peterson, Seong Kong
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