FPGA Implementations of Neural Networks

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Omondi, Amos R. (Επιμελητής έκδοσης), Rajapakse, Jagath C. (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Boston, MA : Springer US, 2006.
• Θέματα: Engineering.; Computer science.; Microprocessors.; Special purpose computers.; Engineering design.; Electrical engineering.; Electronic circuits.; Circuits and Systems.; Computer Science, general.; Engineering Design.; Special Purpose and Application-Based Systems.; Electrical Engineering.; Processor Architectures.

During the 1980s and early 1990s there was signi?cant work in the design and implementation of hardware neurocomputers. Nevertheless, most of these efforts may be judged to have been unsuccessful: at no time have have ha- ware neurocomputers been in wide use. This lack of success may be largely attr...

Πίνακας περιεχομένων:

• FPGA Neurocomputers
• On the Arithmetic Precision for Implementing Back-Propagation Networks on FPGA: A Case Study
• FPNA: Concepts and Properties
• FPNA: Applications and Implementations
• Back-Propagation Algorithm Achieving 5 Gops on the Virtex-E
• FPGA Implementation of Very Large Associative Memories
• FPGA Implementations of Neocognitrons
• Self Organizing Feature Map for Color Quantization on FPGA
• Implementation of Self-Organizing Feature Maps in Reconfigurable Hardware
• FPGA Implementation of a Fully and Partially Connected MLP
• FPGA Implementation of Non-Linear Predictors
• The REMAP Reconfigurable Architecture: A Retrospective.