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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
Statistical Properties of Color Matching Functions
Neural Computation (2021)
July 19 2021
Integration of Leaky-Integrate-and-Fire Neurons in Standard Machine Learning Architectures to Generate Hybrid Networks: A Surrogate Gradient Approach
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
Chance-Constrained Active Inference
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
Least kth-Order and Rényi Generative Adversarial Networks
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
Do Neural Networks for Segmentation Understand Insideness?
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
Bridging M/EEG Source Imaging and Independent Component Analysis Frameworks Using Biologically Inspired Sparsity Priors
Neural Computation (2021)
June 24 2021
Emergence of Content-Agnostic Information Processing by a Robot Using Active Inference, Visual Attention, Working Memory, and Planning
Neural Computation (2021)
June 24 2021
Simulating and Predicting Dynamical Systems with Spatial Semantic Pointers
Neural Computation (2021)
June 24 2021
On Neural Associative Memory Structures: Storage and Retrieval of Sequences in a Chain of Tournaments
Neural Computation (2021)
May 26 2021
Frequency Selectivity of Neural Circuits with Heterogeneous Discrete Transmission Delays
Neural Computation (2021)
May 26 2021
Randomized Self-Organizing Map
Neural Computation (2021)
May 26 2021
Power Function Error Initialization Can Improve Convergence of Backpropagation Learning in Neural Networks for Classification
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
Learning Brain Dynamics with Coupled Low-Dimensional Nonlinear Oscillators and Deep Recurrent Networks
Neural Computation (2021)
May 26 2021
Direction Matters: On Influence-Preserving Graph Summarization and Max-Cut Principle for Directed Graphs
Neural Computation (2021)

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