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» Nonlinear Mapping Networks
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SENSYS
2010
ACM
15 years 1 months ago
sMAP: a simple measurement and actuation profile for physical information
As more and more physical information becomes available, a critical problem is enabling the simple and efficient exchange of this data. We present our design for a simple RESTful ...
Stephen Dawson-Haggerty, Xiaofan Jiang, Gilman Tol...
ICML
2008
IEEE
16 years 4 months ago
Classification using discriminative restricted Boltzmann machines
Recently, many applications for Restricted Boltzmann Machines (RBMs) have been developed for a large variety of learning problems. However, RBMs are usually used as feature extrac...
Hugo Larochelle, Yoshua Bengio
91
Voted
CDC
2008
IEEE
15 years 9 months ago
Wireless control of passive systems subject to actuator constraints
Abstract— Actuator constraints such as saturation can impose severe constraints on networked control systems. For instance delays in wireless control systems of unstable plants c...
Nicholas Kottenstette, Panos J. Antsaklis
119
Voted
WCNC
2008
IEEE
15 years 9 months ago
Analysis of Interference Effects in MB-OFDM UWB Systems
Abstract— The inter-modulation and cross-modulation products of interferences introduced by nonlinearities of the receiver could significantly degrade system performance, and sh...
Yanmei Li, Jan M. Rabaey, Alberto L. Sangiovanni-V...
IJCNN
2007
IEEE
15 years 9 months ago
A Neural Network-based Learning Controller for Micro-sized Object Micromanipulation
Abstract— In this paper, automated micro-sized objects manipulation is investigated. The novelty of the proposed method lies on the compensation of all the nonlinear scaling forc...
Mohsen Shahini, William W. Melek, John T. W. Yeow