Using a Reconfigurable Compute Cluster for the Acceleration of Neural Networks

Pohl C, Hagemeyer J, Porrmann M, Rückert U (2009)
In: Proceedings of the 2009 International Conference on Field-Programmable Technology (FPT '09). Sydney, Australia: 368-371.

Conference Paper | Published | English

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Abstract
In this paper we present the RAPTOR family as an advanced modular platform for both FPGA-based rapid prototyping and hardware acceleration. Using modern FPGAs and high speed communication links, performance and flexibility of the approach will be shown by means of Kohonens selforganizing map algorithm. This highly parallel algorithm is partitioned onto several FPGAs in different system environments, such as to demonstrate the scalability and the flexibility of the proposed platforms.
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Pohl C, Hagemeyer J, Porrmann M, Rückert U. Using a Reconfigurable Compute Cluster for the Acceleration of Neural Networks. In: Proceedings of the 2009 International Conference on Field-Programmable Technology (FPT '09). Sydney, Australia; 2009: 368-371.
Pohl, C., Hagemeyer, J., Porrmann, M., & Rückert, U. (2009). Using a Reconfigurable Compute Cluster for the Acceleration of Neural Networks. Proceedings of the 2009 International Conference on Field-Programmable Technology (FPT '09), 368-371.
Pohl, C., Hagemeyer, J., Porrmann, M., and Rückert, U. (2009). “Using a Reconfigurable Compute Cluster for the Acceleration of Neural Networks” in Proceedings of the 2009 International Conference on Field-Programmable Technology (FPT '09) (Sydney, Australia), 368-371.
Pohl, C., et al., 2009. Using a Reconfigurable Compute Cluster for the Acceleration of Neural Networks. In Proceedings of the 2009 International Conference on Field-Programmable Technology (FPT '09). Sydney, Australia, pp. 368-371.
C. Pohl, et al., “Using a Reconfigurable Compute Cluster for the Acceleration of Neural Networks”, Proceedings of the 2009 International Conference on Field-Programmable Technology (FPT '09), Sydney, Australia: 2009, pp.368-371.
Pohl, C., Hagemeyer, J., Porrmann, M., Rückert, U.: Using a Reconfigurable Compute Cluster for the Acceleration of Neural Networks. Proceedings of the 2009 International Conference on Field-Programmable Technology (FPT '09). p. 368-371. Sydney, Australia (2009).
Pohl, Christopher, Hagemeyer, Jens, Porrmann, Mario, and Rückert, Ulrich. “Using a Reconfigurable Compute Cluster for the Acceleration of Neural Networks”. Proceedings of the 2009 International Conference on Field-Programmable Technology (FPT '09). Sydney, Australia, 2009. 368-371.
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