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NECO
2010
92views more  NECO 2010»
15 years 5 months ago
Roles of Inhibitory Neurons in Rewiring-Induced Synchronization in Pulse-Coupled Neural Networks
The roles of inhibitory neurons in synchronous firing are examined in a network of excitatory and inhibitory neurons with Watts and Strogatz’s rewiring. By examining the persis...
Takashi Kanamaru, Kazuyuki Aihara
ROMAN
2007
IEEE
134views Robotics» more  ROMAN 2007»
16 years 1 months ago
Development and Performance Evaluation of a Neural Signal-based Assistive Computer Interface
Abstract—This paper presents the development and performance evaluation of a human-computer interface that enables a limb-disabled person to access a computer via neural signals....
Changmok Choi, Hyonyoung Han, Chunwoo Kim, Jung Ki...
CSREASAM
2007
15 years 8 months ago
Allocation of Partitioned Data by Using A Neural Network Based Approach
In this paper, we investigate allocation of data partitions in the network for data objects that are partitioned by using secret sharing schemes [12] or erasure coding schemes [11...
Manghui Tu, Dongfeng Wang, Peng Li, Nasser Tadayon
TNN
1998
132views more  TNN 1998»
15 years 6 months ago
Synthesis of fault-tolerant feedforward neural networks using minimax optimization
—In this paper we examine a technique by which fault tolerance can be embedded into a feedforward network leading to a network tolerant to the loss of a node and its associated w...
Dipti Deodhare, M. Vidyasagar, S. Sathiya Keerthi
IPPS
1998
IEEE
15 years 11 months ago
Using the BSP Cost Model to Optimise Parallel Neural Network Training
We derive cost formulae for three di erent parallelisation techniques for training supervised networks. These formulae are parameterised by properties of the target computer archit...
R. O. Rogers, David B. Skillicorn