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Neural Networks

11 papers

Papers per year

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Papers

Mechanistic Analysis Of Universality: Numerical Comparison Circuits Across Transformer Architectures ACL 2026
Brain Tumor Growth Inversion via Differentiable Neural Surrogates MIDL 2026
Layered-Parameter Perturbation for Zeroth-Order Optimization of Optical Neural Networks AAAI 2025
Minimax Dynamics of Optimally Balanced Spiking Networks of Excitatory and Inhibitory Neurons NIPS 2020
Unfolding recurrence by Green’s functions for optimized reservoir computing NIPS 2020
Toward Goal-Driven Neural Network Models for the Rodent Whisker-Trigeminal System NIPS 2017
Global Optimality in Neural Network Training CVPR 2017
Delay Compensation with Dynamical Synapses NIPS 2012
Active dendrites: adaptation to spike-based communication NIPS 2011
Replacing supervised classification learning by Slow Feature Analysis in spiking neural networks NIPS 2009
An in-silico Neural Model of Dynamic Routing through Neuronal Coherence NIPS 2007