82 citations
- Norwegian University of Science and TechnologyNO14 papers
- Stockholm UniversitySE7 papers
- KTH Royal Institute of TechnologySE6 papers
- The Abdus Salam International Centre for Theoretical Physics (ICTP)IT6 papers
- Nordic Institute for Theoretical PhysicsSE4 papers
- Scuola Internazionale Superiore di Studi AvanzatiIT4 papers
- University of CopenhagenDK4 papers
- Institute for Advanced StudyUS3 papers
- Capital Fund Management (France)FR2 papers
- Istituto Nazionale di Fisica NucleareIT2 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di TriesteIT2 papers
- Aalto UniversityFI1 paper
Showing 2017Show all
3 papers · 1 filter
q-bio.NC2017★ 3 cited
Decoding of neural data using cohomological feature extraction
Erik Rybakken, Nils Baas, Benjamin Dunn
We introduce a novel data-driven approach to discover and decode features in the neural code coming from large population neural recordings with minimal assumptions, using cohomolo…
cond-mat.dis-nn2017★ 10 cited
The Stochastic complexity of spin models: Are pairwise models really simple?
Alberto Beretta, Claudia Battistin, Clélia de Mulatier +2
Models can be simple for different reasons: because they yield a simple and computationally efficient interpretation of a generic dataset (e.g. in terms of pairwise dependences) -…
q-bio.NC2017★ 12 cited
Grid cells show field-to-field variability and this explains the aperiodic response of inhibitory interneurons
Benjamin Dunn, Daniel Wennberg, Ziwei Huang +1
Research on network mechanisms and coding properties of grid cells assume that the firing rate of a grid cell in each of its fields is the same. Furthermore, proposed network model…