Neural Information Processing Group

Collection of tools for RSA

collection of utilities to use with deep learning libraries (e.g. caffe)

Machine learning methods employing artifical neural networks for recognition of environmental sounds in binaural auditory scenes.

A computer vision system for rapid search inspired by surface-based attention mechanisms from human perception

Extension for integrate-and-fire neuron models to account for the effects of weak electric fields and input filtering caused by the dendrite: a Python implementation. The extension components were derived from a ball-and-stick model, see Aspart, Ladenbauer, Obermayer (2016).

Supplementary materials to Trowitzsch et al (2019), "Joining Sound Event Detection and Localization Through Spatial Segregation", in prep., IEEE Transactions on Audio, Speech, Language Processing.

latex sources for generating the MI 2 lecture notes

latex sources for generating the MI 1 lecture notes