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TIT
1998
79views more  TIT 1998»
15 years 6 months ago
Capacity of Two-Layer Feedforward Neural Networks with Binary Weights
— The lower and upper bounds for the information capacity of two-layer feedforward neural networks with binary interconnections, integer thresholds for the hidden units, and zero...
Chuanyi Ji, Demetri Psaltis
TIT
1998
127views more  TIT 1998»
15 years 6 months ago
On a New Class of Codes for Identifying Vertices in Graphs
—We investigate a new class of codes for the optimal covering of vertices in an undirected graph Gsuch that any vertex in G can be uniquely identified by examining the vertices ...
Mark G. Karpovsky, Krishnendu Chakrabarty, Lev B. ...
TIT
1998
70views more  TIT 1998»
15 years 6 months ago
The Poisson Multiple-Access Channel
—The Poisson multiple-access channel (MAC) models many-to-one optical communication through an optical fiber or in free space. For this model we compute the capacity region for ...
Amos Lapidoth, Shlomo Shamai
TIT
1998
134views more  TIT 1998»
15 years 6 months ago
Adaptive Blind Source Separation and Equalization for Multiple-Input/Multiple-Output Systems
—In this paper, we investigate adaptive blind source separation and equalization for multiple-input/multiple-output (MIMO) systems. We first analyze the convergence of the const...
Ye (Geoffrey) Li, K. J. Ray Liu
TIT
1998
72views more  TIT 1998»
15 years 6 months ago
Runlength Limited Codes for Single Error-Detection and Single Error-Correction with Mixed Type Errors
Abstract—Runlength-limited (RLL) codes are used in magnetic recording. The error patterns that occur with peak detection magnetic recording systems when using a runlength-limited...
Patrick Perry, Mingche Li, Mao Chao Lin, Zhen Zhan...
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