Moritz Helias

1. Critical feature learning in deep neural networks
   2024/05/17 by Kirsten Fischer, Javed Lindner, Fischer, Kirsten +9 · 6 citations
   Computer Science · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences #Neural Networks and Applications
2. Applications of Statistical Field Theory in Deep Learning
   2025/02/25 by Zohar Ringel, Ringel, Zohar, Noa Rubin +6 · 6 citations
   Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Statistical Mechanics and Entropy
3. From Kernels to Features: A Multi-Scale Adaptive Theory of Feature Learning
   2025/02/05 by Noa Rubin, Kirsten Fischer, Rubin, Noa +13 · 4 citations
   Computer Science · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
4. Speed Limits for Deep Learning
   2023/07/27 by Inbar Seroussi, Alexander A. Alemi, Seroussi, Inbar +5 · 1 citation
   Computer Science · Physics and Astronomy · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
5. Fixed point geometry in chaotic neural networks
   2025/05/29 by Jakob Stubenrauch, Christian Keup, Anno C. Kurth +2 · 1 voice · 3 citations
   Computer Science · Neuroscience · #Neural Networks and Applications #Neural Networks and Reservoir Computing #Neural dynamics and brain function
6. Run-Time Interoperability Between Neuronal Network Simulators Based on the MUSIC Framework
   2010/03/01 by Mikael Djurfeldt, J. J. Johannes Hjorth, Jochen Martin Eppler +7 · 1 citation
   Neuroscience · Engineering · #Neural dynamics and brain function #Advanced Memory and Neural Computing #Functional Brain Connectivity Studies