Cognitive Modeling

How Prior Probability Influences Decision Making: A Unifying Probabilistic Model NeurIPS 2012 Human memory search as a random walk in a semantic network NeurIPS 2012 Kernel Hyperalignment NeurIPS 2012 Learning optimal spike-based representations NeurIPS 2012 Multi-scale Hyper-time Hardware Emulation of Human Motor Nervous System Based on Spiking Neurons using FPGA NeurIPS 2012 Neurally Plausible Reinforcement Learning of Working Memory Tasks NeurIPS 2012 Neuronal Spike Generation Mechanism as an Oversampling, Noise-shaping A-to-D converter NeurIPS 2012 Predicting Action Content On-Line and in Real Time before Action Onset – an Intracranial Human Study NeurIPS 2012 Rational inference of relative preferences NeurIPS 2012 Spiking and saturating dendrites differentially expand single neuron computation capacity NeurIPS 2012 Strategic Impatience in Go/NoGo versus Forced-Choice Decision-Making NeurIPS 2012 Synchronization can Control Regularization in Neural Systems via Correlated Noise Processes NeurIPS 2012 The topographic unsupervised learning of natural sounds in the auditory cortex NeurIPS 2012 Towards a learning-theoretic analysis of spike-timing dependent plasticity NeurIPS 2012 Waveform Driven Plasticity in BiFeO3 Memristive Devices: Model and Implementation NeurIPS 2012 Active dendrites: adaptation to spike-based communication NeurIPS 2011 An ideal observer model for identifying the reference frame of objects NeurIPS 2011 An Unsupervised Decontamination Procedure For Improving The Reliability Of Human Judgments NeurIPS 2011 A rational model of causal inference with continuous causes NeurIPS 2011 A Reinforcement Learning Theory for Homeostatic Regulation NeurIPS 2011 Energetically Optimal Action Potentials NeurIPS 2011 Environmental statistics and the trade-off between model-based and TD learning in humans NeurIPS 2011 Evaluating the inverse decision-making approach to preference learning NeurIPS 2011 How Do Humans Teach: On Curriculum Learning and Teaching Dimension NeurIPS 2011 Inductive reasoning about chimeric creatures NeurIPS 2011