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IJCNN
2000
IEEE
15 years 10 months ago
VC Dimension Bounds for Product Unit Networks
A product unit is a formal neuron that multiplies its input values instead of summingthem. Furthermore, it has weights acting as exponents instead of being factors. We investigate...
Michael Schmitt
131
Voted
IJCNN
2000
IEEE
15 years 10 months ago
The Inefficiency of Batch Training for Large Training Sets
Multilayer perceptrons are often trained using error backpropagation (BP). BP training can be done in either a batch or continuous manner. Claims have frequently been made that bat...
D. Randall Wilson, Tony R. Martinez
INFOCOM
2000
IEEE
15 years 10 months ago
Message Stability Detection for Reliable Multicast
—Many scalable reliable multicast protocols use the local repair scheme where certain receivers retransmit packets by other receivers. Such schemes need a mechanism, called messa...
Katherine Guo, Injong Rhee
INFOCOM
2000
IEEE
15 years 10 months ago
A Two-Step Adaptive Error Recovery Scheme for Video Transmission over Wireless Networks
ln thippaper,weinvestigatethetra"ion ofH.263 video sequencesoverwireIessnetworkswith errorrecoveryprovided by a twostep adaptivehybrid ARQ schemeusingRS codes. Each videoframe...
Daji Qiao, Kang G. Shin
IPPS
2000
IEEE
15 years 10 months ago
Performance of On-Chip Multiprocessors for Vision Tasks
Abstract. Computer vision is a challenging data intensive application. Currently, superscalar architectures dominate the processor marketplace. As more transistors become available...
Yongwha Chung, K. Park, W. Hahn, Neungsoo Park, Vi...