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» Hardware Reconfigurable Neural Networks
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92
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TNN
2008
138views more  TNN 2008»
14 years 9 months ago
A Fast and Scalable Recurrent Neural Network Based on Stochastic Meta Descent
This brief presents an efficient and scalable online learning algorithm for recurrent neural networks (RNNs). The approach is based on the real-time recurrent learning (RTRL) algor...
Zhenzhen Liu, Itamar Elhanany
ARC
2010
Springer
186views Hardware» more  ARC 2010»
15 years 29 days ago
Application-Specific Signatures for Transactional Memory in Soft Processors
As reconfigurable computing hardware and in particular FPGA-based systems-on-chip comprise an increasing number of processor and accelerator cores, supporting sharing and synchroni...
Martin Labrecque, Mark Jeffrey, J. Gregory Steffan
92
Voted
ICPADS
2006
IEEE
15 years 3 months ago
Scalable Hybrid Designs for Linear Algebra on Reconfigurable Computing Systems
—Recently, high-end reconfigurable computing systems that employ Field-Programmable Gate Arrays (FPGAs) as hardware accelerators for general-purpose processors have been built. T...
Ling Zhuo, Viktor K. Prasanna
DATE
2004
IEEE
164views Hardware» more  DATE 2004»
15 years 1 months ago
System Design Using Kahn Process Networks: The Compaan/Laura Approach
New emerging embedded system platforms in the realm of highthroughput multimedia, imaging, and signal processing will consist of multiple microprocessors and reconfigurable compon...
Todor Stefanov, Claudiu Zissulescu, Alexandru Turj...
SBACPAD
2008
IEEE
249views Hardware» more  SBACPAD 2008»
15 years 4 months ago
Processing Neocognitron of Face Recognition on High Performance Environment Based on GPU with CUDA Architecture
This work presents an implementation of Neocognitron Neural Network, using a high performance computing architecture based on GPU (Graphics Processing Unit). Neocognitron is an ar...
Gustavo Poli, José Hiroki Saito, Joã...