Connectionists: NEURAL COMPUTATION May 1, 2025

[Terry Sejnowski]

NEURAL COMPUTATION - Volume 37, Number 4 - May 1, 2025

http://www.mitpressjournals.org/toc/neco/37/4
http://cognet.mit.edu/content/neural-computation

Articles

A Generalized Time Rescaling Theorem for Temporal Point Processes
Xi Zhang, Akshay Aravamudan, and Georgios C. Anagnostopoulos

Elucidating the Theoretical Underpinnings of Surrogate Gradient Learning o
in Spiking Neural Networks
Friedemann Zenke, Julia Gygax

The Leaky Integrate-and-fire Neuron Is a Changepoint Detector for Compound Poisson Processes
Shivaram Mani, Paul Hurley, Andre van Schaik, and Travis Monk

Letters

Adding Space to Random Networks of Spiking Neurons: o
A Method Based on Scaling the Network Size
Cecilia Romaro, Antonio Carlos Roque da Silva Filho, and Jose Roberto Castilho Piqueira

Distributed Synaptic Connection Strength Changes Dynamics in a
Population Firing Rate Model in Response to Continuous External Stimuli
Masato Sugino, Mai Tanaka, Kenta Shimba, Kiyoshi Kotani, and Yasuhiko Jimbo

Multi-level Data Representation for Training Deep Helmholtz Machines
Jose Miguel Ramos, Luis Sa Couto, and Andreas Wichert

Reformulation of RBM to Unify Linear and Nonlinear Dimensionality Reduction
Jiangsheng You, Chun-Yen Liu

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