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Poster
Mon Dec 03 10:30 AM -- 10:40 AM (PST)
Experience-Guided Search: A Theory of Attentional Control
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Poster
Tue Dec 04 10:30 AM -- 10:40 AM (PST)
The Noisy-Logical Distribution and its Application to Causal Inference
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Unconstrained On-line Handwriting Recognition with Recurrent Neural Networks
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Predicting human gaze using low-level saliency combined with face detection
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Estimating disparity with confidence from energy neurons
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
The discriminant center-surround hypothesis for bottom-up saliency
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
On Sparsity and Overcompleteness in Image Models
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Locality and low-dimensions in the prediction of natural experience from fMRI
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Second Order Bilinear Discriminant Analysis for single trial EEG analysis
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Modelling motion primitives and their timing in biologically executed movements
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
A configurable analog VLSI neural network with spiking neurons and self-regulating plastic synapses
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
GRIFT: A graphical model for inferring visual classification features from human data
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Simplified Rules and Theoretical Analysis for Information Bottleneck Optimization and PCA with Spiking Neurons
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Learning Horizontal Connections in a Sparse Coding Model of Natural Images
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Bayesian binning beats approximate alternatives: estimating peri-stimulus time histograms
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Optimal models of sound localization by barn owls
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Predicting Brain States from fMRI Data: Incremental Functional Principal Component Regression
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
A neural network implementing optimal state estimation based on dynamic spike train decoding
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Kernels on Attributed Pointsets with Applications
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
An online Hebbian learning rule that performs Independent Component Analysis
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Hippocampal Contributions to Control: The Third Way
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Inferring Neural Firing Rates from Spike Trains Using Gaussian Processes
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Inferring Elapsed Time from Stochastic Neural Processes
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Neural characterization in partially observed populations of spiking neurons
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Learning to classify complex patterns using a VLSI network of spiking neurons
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Extending position/phase-shift tuning to motion energy neurons improves velocity discrimination
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Bayesian Inference for Spiking Neuron Models with a Sparsity Prior
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
An in-silico Neural Model of Dynamic Routing through Neuronal Coherence
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Contraction Properties of VLSI Cooperative Competitive Neural Networks of Spiking Neurons
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Near-Maximum Entropy Models for Binary Neural Representations of Natural Images
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Blind channel identification for speech dereverberation using l1-norm sparse learning
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Invariant Common Spatial Patterns: Alleviating Nonstationarities in Brain-Computer Interfacing
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
A probabilistic model for generating realistic lip movements from speech
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
A Constraint Generation Approach to Learning Stable Linear Dynamical Systems
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Sequential Hypothesis Testing under Stochastic Deadlines
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Retrieved context and the discovery of semantic structure
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Theoretical Analysis of Learning with Reward-Modulated Spike-Timing-Dependent Plasticity
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
A Bayesian Framework for Cross-Situational Word-Learning
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Congruence between model and human attention reveals unique signatures of critical visual events
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Comparing Bayesian models for multisensory cue combination without mandatory integration
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
A Spectral Regularization Framework for Multi-Task Structure Learning
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Transfer Learning using Kolmogorov Complexity: Basic Theory and Empirical Evaluations
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Better than least squares: comparison of objective functions for estimating linear-nonlinear models
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Exponential Family Predictive Representations of State
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Nearest-Neighbor-Based Active Learning for Rare Category Detection
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Ensemble Clustering using Semidefinite Programming
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Efficient Inference forDistributions on Permutations
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Learning with Tree-Averaged Densities and Distributions
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Expectation Maximization, Posterior Constraints, and Statistical Alignment
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
EEG-Based Brain-Computer Interaction: Improved Accuracy by Automatic Single-Trial Error Detection
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Non-parametric Modeling of Partially Ranked Data
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Augmented Functional Time Series Representation and Forecasting with Gaussian Processes
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Combined discriminative and generative articulated pose and non-rigid shape estimation
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Efficient Bayesian Inference for Dynamically Changing Graphs
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Bayesian Agglomerative Clustering with Coalescents
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Poster
Wed Dec 05 10:30 AM -- 10:40 AM (PST)
Modeling Natural Sounds with Modulation Cascade Processes
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