Richard C. Gerum

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 7

Top Topics

Machine Learning

Pruning Algorithm

Neuronal Networks

Top Venues

Neural Networks

Publications

Richard C. Gerum, Cassidy Pirlot, Alona Fyshe, Joel Zylberberg
Different Spectral Representations in Optimized Artificial Neural Networks and Brains. CoRR (2022)
Cassidy Pirlot, Richard C. Gerum, Cory Efird, Joel Zylberberg, Alona Fyshe
Improving the Accuracy and Robustness of CNNs Using a Deep CCA Neural Data Regularizer. CoRR (2022)
Richard C. Gerum, Achim Schilling
Integration of Leaky-Integrate-and-Fire Neurons in Standard Machine Learning Architectures to Generate Hybrid Networks: A Surrogate Gradient Approach. Neural Comput. 33 (10) (2021)
Richard C. Gerum, André Erpenbeck, Patrick Krauss, Achim Schilling
Sparsity through evolutionary pruning prevents neuronal networks from overfitting. Neural Networks 128 (2020)
Richard C. Gerum, Achim Schilling
Spiking Machine Intelligence: What we can learn from biology and how spiking Neural Networks can help to improve Machine Learning. CoRR (2020)
Richard C. Gerum, André Erpenbeck, Patrick Krauss, Achim Schilling
Sparsity through evolutionary pruning prevents neuronal networks from overfitting. CoRR (2019)
Richard C. Gerum, Sebastian Richter, Alexander Winterl, Christoph Mark, Ben Fabry, Céline Le Bohec, Daniel P. Zitterbart
CameraTransform: A Python package for perspective corrections and image mapping. SoftwareX 10 (2019)