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July 19 2021
Tracking Fast and Slow Changes in Synaptic Weights from Simultaneously Observed Pre- and Postsynaptic Spiking
Neural Computation (2021)
July 19 2021
Multilinear Common Component Analysis via Kronecker Product Representation
Neural Computation (2021)
July 19 2021
Realizing Active Inference in Variational Message Passing: The Outcome-Blind Certainty Seeker
Neural Computation (2021)
July 19 2021
Multibranch Formal Neuron: An Internally Nonlinear Learning Unit
Neural Computation (2021)
July 19 2021
Restricted Boltzmann Machines as Models of Interacting Variables
Neural Computation (2021)
July 19 2021
Few-Shot Learning in Spiking Neural Networks by Multi-Timescale Optimization
Neural Computation (2021)
June 24 2021
Pathological Spectra of the Fisher Information Metric and Its Variants in Deep Neural Networks
Neural Computation (2021)
June 24 2021
Stimulus-Driven and Spontaneous Dynamics in Excitatory-Inhibitory Recurrent Neural Networks for Sequence Representation
Neural Computation (2021)
June 24 2021
A Biologically Plausible Neural Network for Multichannel Canonical Correlation Analysis
Neural Computation (2021)
June 24 2021
Simulating and Predicting Dynamical Systems with Spatial Semantic Pointers
Neural Computation (2021)
May 26 2021
Frequency Selectivity of Neural Circuits with Heterogeneous Discrete Transmission Delays
Neural Computation (2021)
May 26 2021
Storage Capacity of Quaternion-Valued Hopfield Neural Networks with Dual Connections
Neural Computation (2021)
May 26 2021
Artificial Neural Variability for Deep Learning: On Overfitting, Noise Memorization, and Catastrophic Forgetting
Neural Computation (2021)
May 26 2021
Direction Matters: On Influence-Preserving Graph Summarization and Max-Cut Principle for Directed Graphs
Neural Computation (2021)
