NnSP: Embedded Neural Networks Stream Processor

Midwest Symposium on Circuits and Systems

Volumn 2005, Issue , 2005, Pages 223-226

  Esmaeilzadeh, Hadi ^a   Farzan, Farhang ^a   Shahidi, Neda ^a   Fakhraie, S M ^a   Lucas, Caro ^a   Tehranipoor, M ^b  

^a UNIVERSITY OF TEHRAN   (Iran)

^b Baltimore County   (United States)

Author keywords

Neural networks; Parallel processing; SoC implementation; Stream processors

Indexed keywords

COMPUTATIONAL METHODS; ELECTRIC NETWORK TOPOLOGY; EMBEDDED SYSTEMS; PARALLEL PROCESSING SYSTEMS;

PARALLEL PROCESSING; SOC IMPLEMENTATION; STREAM PROCESSORS;

NEURAL NETWORKS;

EID: 33847155595     PISSN: 15483746     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MWSCAS.2005.1594079     Document Type: Conference Paper

References (10)

1. D. Roggen, S. Hofmann, Y. Thoma, and D. Floreano, "Hardware spiking neural network with run-time reconfigurable connectivity in an autonomous robot," in Proc. The NASA/Dod Conference on Evolvable Hardware, 2003.
2. A. Prez-Uribe, "Structure-adaptable digital neural networks," Ph.D. dissertation, Swiss Federal Institute of Technology-Lausanne, Lausanne, 1999.
3. K. W. Przytula and V. K. Prasnna, Paralle Digital Implementations of Neural Networks. Englewood Cliffs, New Jersey: Prentice-Hall, 1993.
4. S. M. Fakhraie and K. C. Smith, VLSI-Compatible Implementations for Artificial Neural Networks. Norwell, Massachusets: Kluwer-Academic Publisher, 1997.
5. B. Khailany, W. Dally, U. Kapasi, P. Mattson, J. Namkoong, J. Owens, B. Towles, A. Chang, S. Rixner, Imagine: Media processing with streams, IEEE Micro, pp. 35-46, Volume 21, No. 2, (March 2001).
6. U. Kapasi, S. Rixner, W. Dally, B. Khailany, J. Ahn, P. Mattson, J. Owens, Programmable stream processors, IEEE Computer, pp. 54-62, Volume 36, No. 8, (August 2003).
7. J. C. Principe, N. R. Euliano, and W. C. Lefebvre, Neural and Adaptive Systems: Fundamentals through Simulation. New Yourk, NY: John-Wiley& Sons, 2000.
8. G. Dorffner, "Unified framework for MLPs and RBFNs: Introducing conic section networks," Cybernetics and Systems: An International Journal, vol. 25, pp. 511-554, 1994.
9. (2005). [Online]. Available: www.k-team.com.
10. Olivier Michel. Khepera simulator package version 2.0: Freeware mobile robot simulator written at the University of Nice Sophia-Antipolis by Olivier Michel, 2005. Downloadable from the World Wide Web at http://wwwi3s.unioe.fr/~om/khep-sim.html.