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NIPS
1993
15 years 1 months ago
Credit Assignment through Time: Alternatives to Backpropagation
Learning to recognize or predict sequences using long-term context has many applications. However, practical and theoretical problems are found in training recurrent neural networ...
Yoshua Bengio, Paolo Frasconi
QUESTA
2002
87views more  QUESTA 2002»
14 years 11 months ago
A Communication Multiplexer Problem: Two Alternating Queues with Dependent Randomly-Timed Gated Regime
Two random traffic streams are competing for the service time of a single server (multiplexer). The streams form two queues, primary (queue 1) and secondary (queue 0). The primary ...
Iddo Eliazar, Gadi Fibich, Uri Yechiali
CORR
2008
Springer
83views Education» more  CORR 2008»
14 years 12 months ago
Alternating Hierarchies for Time-Space Tradeoffs
Nepomnjascii's Theorem states that for all 0 < 1 and k > 0 the class of languages recognized in nondeterministic time nk and space n , NTISP[nk , n ], is contained in ...
Chris Pollett, Eric Miles
SDM
2007
SIAM
171views Data Mining» more  SDM 2007»
15 years 1 months ago
A Better Alternative to Piecewise Linear Time Series Segmentation
Time series are difficult to monitor, summarize and predict. Segmentation organizes time series into few intervals having uniform characteristics (flatness, linearity, modality,...
Daniel Lemire
IPL
2008
79views more  IPL 2008»
14 years 12 months ago
On the efficient construction of quasi-reversible automata for reversible languages
Quasi-reversible automata is a suitable representation for reversible languages. In this work a method is proposed to obtain such an automaton for any given reversible language re...
Pedro García, Manuel Vazquez de Parga, Dami...