How Many Neurons Does it Take to Approximate the Maximum?

18 July 2023

Papers citing "How Many Neurons Does it Take to Approximate the Maximum?"

7 / 7 papers shown

Title
On the Depth of Monotone ReLU Neural Networks and ICNNs Egor Bakaev Florestan Brunck Christoph Hertrich Daniel Reichman Amir Yehudayoff 18 0 0 09 May 2025
Sustainable AI: Mathematical Foundations of Spiking Neural Networks Adalbert Fono Manjot Singh Ernesto Araya P. Petersen Holger Boche Gitta Kutyniok 27 0 0 03 Mar 2025
On the Expressiveness of Rational ReLU Neural Networks With Bounded Depth Gennadiy Averkov Christopher Hojny Maximilian Merkert 81 3 0 10 Feb 2025
When Can Transformers Count to n? Gilad Yehudai Haim Kaplan Asma Ghandeharioun Mor Geva Amir Globerson 28 10 0 21 Jul 2024
Depth Separations in Neural Networks: Separating the Dimension from the Accuracy Itay Safran Daniel Reichman Paul Valiant 51 0 0 11 Feb 2024
Optimization-Based Separations for Neural Networks Itay Safran Jason D. Lee 64 14 0 04 Dec 2021
Benefits of depth in neural networks Matus Telgarsky 123 600 0 14 Feb 2016