Connectionists: NEURAL COMPUTATION - February 1, 2022

[Terry Sejnowski]

Neural Computation - Volume 34, Number 2 - February 1, 2022

Available online for download now:

http://www.mitpressjournals.org/toc/neco/34/2
http://cognet.mit.edu/content/neural-computation

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Bridging the Gap Between Neurons and Cognition Through Assemblies of Neurons
Christos Papadimitriou, Angela Friederici

Article

A Normative Account of Confirmation Bias During Reinforcement Learning
Christopher Summerfield, Germain Lefebvre, and Rafal Bogacz

Letters

Model-based or Model-free ? Comparing Adaptive Methods
for Estimating Sensitivity Thresholds in Neuroscience
Julien Audiffren, Jean-Pierre Bresciani

Implicit Contact Dynamics Modeling With Explicit Inertia Matrix Representation
for Real-Time Model-Based Control in Physical Environment
Takeshi Itoh, Koji Ishihara, and Jun Morimoto

A Neurodynamic Model of Saliency Prediction in V1
David Berga, Xavier Otazu

Distributed Phase Oscillatory Excitation Efficiently
Produces Attractors Using Spike Timing Dependent Plasticity
Eric Wong

Categorical Perception: A Groundwork for Deep Learning
Laurent Bonnasse-Gahot, Jean-Pierre Nadal

Nonconvex Sparse Regularization for Deep Neural Networks and Its Optimality
Ilsang Ohn, Yongdai Kim

Convolution-based Model Solving Method for
Three-dimensional Unsteady Partial Differential Equations
Wenshu Zha, Wen Zhang, Daolun Li, Yan Xing, Lei He, and Jieqing Tan


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