A Digital Framework for Pulse Coded Neural Network Hardware with Bit-Serial Operation
Kaulmann T, Dikmen D, Rückert U (2007)
In: Hybrid Intelligent Systems, 2007. HIS 2007. 7th International Conference on. 302-307.
Konferenzbeitrag
| Veröffentlicht | Englisch
Download
Es wurden keine Dateien hochgeladen. Nur Publikationsnachweis!
Autor*in
Kaulmann, T.;
Dikmen, D.;
Rückert, UlrichUniBi
Abstract / Bemerkung
This publication presents a digital framework for build-
ing up pulse coded neural networks with leaky integrate-
and-fire neurons and static synapses as well as dynamic
synapses. The system, including a novel communication in-
frastructure, is mainly focused on ASIC synthesis but also
shows a small footprint on Virtex2(Pro) FPGAs. Its bit-
serial operation has been verified by simulations.
Stichworte
static synapses;
Virtex2(Pro) FPGA;
neural nets;
field programmable gate arrays;
bit-serial operation;
application specific integrated circuits;
ASIC synthesis;
digital framework;
dynamic synapses;
leaky integrate-and-fire neurons;
pulse coded neural network hardware
Erscheinungsjahr
2007
Titel des Konferenzbandes
Hybrid Intelligent Systems, 2007. HIS 2007. 7th International Conference on
Seite(n)
302 -307
Page URI
https://pub.uni-bielefeld.de/record/2286250
Zitieren
Kaulmann T, Dikmen D, Rückert U. A Digital Framework for Pulse Coded Neural Network Hardware with Bit-Serial Operation. In: Hybrid Intelligent Systems, 2007. HIS 2007. 7th International Conference on. 2007: 302-307.
Kaulmann, T., Dikmen, D., & Rückert, U. (2007). A Digital Framework for Pulse Coded Neural Network Hardware with Bit-Serial Operation. Hybrid Intelligent Systems, 2007. HIS 2007. 7th International Conference on, 302-307
Kaulmann, T., Dikmen, D., and Rückert, Ulrich. 2007. “A Digital Framework for Pulse Coded Neural Network Hardware with Bit-Serial Operation”. In Hybrid Intelligent Systems, 2007. HIS 2007. 7th International Conference on, 302-307.
Kaulmann, T., Dikmen, D., and Rückert, U. (2007). “A Digital Framework for Pulse Coded Neural Network Hardware with Bit-Serial Operation” in Hybrid Intelligent Systems, 2007. HIS 2007. 7th International Conference on 302-307.
Kaulmann, T., Dikmen, D., & Rückert, U., 2007. A Digital Framework for Pulse Coded Neural Network Hardware with Bit-Serial Operation. In Hybrid Intelligent Systems, 2007. HIS 2007. 7th International Conference on. pp. 302-307.
T. Kaulmann, D. Dikmen, and U. Rückert, “A Digital Framework for Pulse Coded Neural Network Hardware with Bit-Serial Operation”, Hybrid Intelligent Systems, 2007. HIS 2007. 7th International Conference on, 2007, pp.302-307.
Kaulmann, T., Dikmen, D., Rückert, U.: A Digital Framework for Pulse Coded Neural Network Hardware with Bit-Serial Operation. Hybrid Intelligent Systems, 2007. HIS 2007. 7th International Conference on. p. 302-307. (2007).
Kaulmann, T., Dikmen, D., and Rückert, Ulrich. “A Digital Framework for Pulse Coded Neural Network Hardware with Bit-Serial Operation”. Hybrid Intelligent Systems, 2007. HIS 2007. 7th International Conference on. 2007. 302-307.
Google Scholar