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    NIPS
    2000
    113views Information Technology» more  NIPS 2000»
    Noise Suppression Based on Neurophysiologically-motivated SNR Estimation for Robust Speech Recognition
    14 years 26 days ago
    Noise Suppression Based on Neurophysiologically-motivated SNR Estimation for Robust Speech Recognition
    Download  oops.uni-oldenburg.de
    Jürgen Tchorz, Michael Kleinschmidt, Birger K...
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    NIPS
    2000
    122views Information Technology» more  NIPS 2000»
    Analysis of Bit Error Probability of Direct-Sequence CDMA Multiuser Demodulators
    14 years 26 days ago
    Analysis of Bit Error Probability of Direct-Sequence CDMA Multiuser Demodulators
    Download  iie.fing.edu.uy
    We analyze the bit error probability of multiuser demodulators for directsequence binary phase-shift-keying (DS/BPSK) CDMA channel with additive gaussian noise. The problem of mul...
    Toshiyuki Tanaka
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    NIPS
    2000
    145views Information Technology» more  NIPS 2000»
    Kernel Expansions with Unlabeled Examples
    14 years 26 days ago
    Kernel Expansions with Unlabeled Examples
    Download  www1.cs.columbia.edu
    Modern classification applications necessitate supplementing the few available labeled examples with unlabeled examples to improve classification performance. We present a new tra...
    Martin Szummer, Tommi Jaakkola
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    NIPS
    2000
    121views Information Technology» more  NIPS 2000»
    APRICODD: Approximate Policy Construction Using Decision Diagrams
    14 years 26 days ago
    APRICODD: Approximate Policy Construction Using Decision Diagrams
    Download  www.cs.ubc.ca
    We propose a method of approximate dynamic programming for Markov decision processes (MDPs) using algebraic decision diagrams (ADDs). We produce near-optimal value functions and p...
    Robert St-Aubin, Jesse Hoey, Craig Boutilier
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    NIPS
    2000
    114views Information Technology» more  NIPS 2000»
    The Early Word Catches the Weights
    14 years 26 days ago
    The Early Word Catches the Weights
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    Mark A. Smith, Garrison W. Cottrell, Karen L. Ande...
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    NIPS
    2000
    100views Information Technology» more  NIPS 2000»
    Development of Hybrid Systems: Interfacing a Silicon Neuron to a Leech Heart Interneuron
    14 years 26 days ago
    Development of Hybrid Systems: Interfacing a Silicon Neuron to a Leech Heart Interneuron
    Download  www.cs.cmu.edu
    We have developed a silicon neuron that is inspired by a mathematical model of the leech heartbeat (HN) interneuron. The temporal and ionic current behaviors of this silicon neuro...
    Mario F. Simoni, Gennady S. Cymbalyuk, Michael E. ...
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    NIPS
    2000
    112views Information Technology» more  NIPS 2000»
    Balancing Multiple Sources of Reward in Reinforcement Learning
    14 years 26 days ago
    Balancing Multiple Sources of Reward in Reinforcement Learning
    Download  www.cc.gatech.edu
    For many problems which would be natural for reinforcement learning, the reward signal is not a single scalar value but has multiple scalar components. Examples of such problems i...
    Christian R. Shelton
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    NIPS
    2000
    117views Information Technology» more  NIPS 2000»
    An Information Maximization Approach to Overcomplete and Recurrent Representations
    14 years 26 days ago
    An Information Maximization Approach to Overcomplete and Recurrent Representations
    Download  neurophysics.huji.ac.il
    The principle of maximizing mutual information is applied to learning overcomplete and recurrent representations. The underlying model consists of a network of input units driving...
    Oren Shriki, Haim Sompolinsky, Daniel D. Lee
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    NIPS
    2000
    118views Information Technology» more  NIPS 2000»
    Natural Sound Statistics and Divisive Normalization in the Auditory System
    14 years 26 days ago
    Natural Sound Statistics and Divisive Normalization in the Auditory System
    Download  www.cns.nyu.edu
    Odelia Schwartz, Eero P. Simoncelli
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    NIPS
    2000
    94views Information Technology» more  NIPS 2000»
    The Kernel Trick for Distances
    14 years 26 days ago
    The Kernel Trick for Distances
    Download  www.kyb.mpg.de
    A method is described which, like the kernel trick in support vector machines (SVMs), lets us generalize distance-based algorithms to operate in feature spaces, usually nonlinearl...
    Bernhard Schölkopf
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