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Volume 36, Issue 12
December 2024
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    Cover Background: Image courtesy of Dr. Clay Lacefield. See Carl Schoonover's Portraits of the Mind, p. 158. Cover Illustration: Associative Learning and Active Inference. See Petr Anokhin et al., page 2613.
ISSN 0899-7667
EISSN 1530-888X
In this Issue

Articles

Sparse-Coding Variational Autoencoders
Victor Geadah, Gabriel Barello, Daniel Greenidge, Adam S. Charles, Jonathan W. Pillow
Neural Computation (2024) 36 (12): 2571–2601.
View articletitled, Sparse-Coding Variational Autoencoders
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Associative Learning and Active Inference
Petr Anokhin, Artyom Sorokin, Mikhail Burtsev, Karl Friston
Neural Computation (2024) 36 (12): 2602–2635.
View articletitled, Associative Learning and Active Inference
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KLIF: An Optimized Spiking Neuron Unit for Tuning Surrogate Gradient Function
Chunming Jiang, Yilei Zhang
Neural Computation (2024) 36 (12): 2636–2650.
View articletitled, KLIF: An Optimized Spiking Neuron Unit for Tuning Surrogate Gradient Function
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Orthogonal Gated Recurrent Unit With Neumann-Cayley Transformation
Vasily Zadorozhnyy, Edison Mucllari, Cole Pospisil, Duc Nguyen, Qiang Ye
Neural Computation (2024) 36 (12): 2651–2676.
View articletitled, Orthogonal Gated Recurrent Unit With Neumann-Cayley Transformation
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Letters

Fine Granularity Is Critical for Intelligent Neural Network Pruning
Alex Heyman, Joel Zylberberg
Neural Computation (2024) 36 (12): 2677–2709.
View articletitled, Fine Granularity Is Critical for Intelligent Neural Network Pruning
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A Fast Algorithm for All-Pairs-Shortest-Paths Suitable for Neural Networks
Zeyu Jing, Markus Meister
Neural Computation (2024) 36 (12): 2710–2733.
View articletitled, A Fast Algorithm for All-Pairs-Shortest-Paths Suitable for Neural Networks
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Optimizing Attention and Cognitive Control Costs Using Temporally Layered Architectures
Devdhar Patel, Terrence Sejnowski, Hava Siegelmann
Neural Computation (2024) 36 (12): 2734–2763.
View articletitled, Optimizing Attention and Cognitive Control Costs Using Temporally Layered Architectures
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