ePoster
Towards Discovering the Hierarchy of the Olfactory Perceptual Space via Hyperbolic Embeddings
Farzaneh Taleb, Aniss Aiman Medbouhi, Giovanni Luca Marchetti and Danica Kragic
Audio availableDOI 10.57736/0d78-6155
COSYNE 2025
Machine Learning ePosters
ePoster
How sequential curricula enhance visual learning generalization: The role of subspace dimensionality
Audio availableDOI 10.57736/1568-b5ae
COSYNE 2025
Audio availableDOI 10.57736/98a7-0935
COSYNE 2025
Audio availableDOI 10.57736/b30b-8eed
COSYNE 2025
ePoster
Neural backtracking: A biological mechanism for generative recall via sparse and distributed coding
Video and audio availableDOI 10.57736/8caf-aeed
COSYNE 2025
ePoster
Disentangling partially independent low-rank nerual representations and connectivity
Chengrui Li, Yunmiao Wang, Yule Wang, Weihan Li, Dieter Jaeger and Anqi Wu
Video and audio availableDOI 10.57736/1df2-b033
COSYNE 2025
ePoster
Utilizing Random Forest for Multivariate Analysis: Exploring the Influence of Dopaminergic Neurons on Drosophila Larvae Locomotion
Arman Behrad, Juliane Thoener, Michael Schleyer and Bertram Gerber
Audio availableDOI 10.12751/nncn.bc2024.172
Bernstein 2024
ePoster
What should a neuron aim for? Designing local objective functions based on information theory
Andreas Schneider, Valentin Neuhaus, David Ehrlich, Alexander Ecker, Abdullah Makkeh, Viola Priesemann and 1 more
Audio availableDOI 10.12751/nncn.bc2024.048
Bernstein 2024
ePoster
Using Dynamical Systems Theory to Improve Temporal Credit Assignment in Spiking Neural Networks
Audio availableDOI 10.12751/nncn.bc2024.267
Bernstein 2024
ePoster
Unsupervised discovery of neural events by dynamic matrix factorization
Arman Behrad, Salar Nouri, Christian Beste and Shervin Safavi
Audio availableDOI 10.12751/nncn.bc2024.024
Bernstein 2024
Audio availableDOI 10.57736/4a19-9b0c
Bernstein 2024
Audio availableDOI 10.12751/nncn.bc2024.026
Bernstein 2024
ePoster
TSG-DDT: Time-Series Generative Denoising Diffusion Transformers
Marco Zurdo-Tabernero, Pablo Enrique-Guillem, Ángel Canal-Alonso, Guillermo Hernández, Angélica González-Arrieta and Juan Manuel Corchado
Video and audio availableDOI 10.57736/36d8-f45e
Bernstein 2024
Audio availableDOI 10.12751/nncn.bc2024.156
Bernstein 2024
ePoster
Task choice influences single-neuron tuning predictions in connectome-constrained modeling
Felix Pei, Janne Lappalainen, Srinivas Turaga and Jakob Macke
Audio availableDOI 10.12751/nncn.bc2024.097
Bernstein 2024
ePoster
Synaptic Plasticity Mechanisms Enable Incremental Learning of Spatio-Temporal Activity Patterns
Audio availableDOI 10.12751/nncn.bc2024.201
Bernstein 2024
Audio availableDOI 10.12751/nncn.bc2024.015
Bernstein 2024
Audio availableDOI 10.12751/nncn.bc2024.101
Bernstein 2024
ePoster
Stochastic Process Model derived indicators of overfitting for deep architectures: Applicability to small sample recalibration of sEMG decoders
Stephan Lehmler, Muhammad Saif-Ur-Rehman and Ioannis Iossifidis
Audio availableDOI 10.12751/nncn.bc2024.249
Bernstein 2024
ePoster
A Single-Layer Neuromorphic Encoder Maps EMG Signals into Wrist Kinematics
Patrick Bösch, Chiara de Luca, Giacomo Indiveri and Elisa Donati
Audio availableDOI 10.12751/nncn.bc2024.208
Bernstein 2024
Audio availableDOI 10.12751/nncn.bc2024.055
Bernstein 2024
Audio availableDOI 10.12751/nncn.bc2024.059
Bernstein 2024
Audio availableDOI 10.12751/nncn.bc2024.099
Bernstein 2024
Audio availableDOI 10.12751/nncn.bc2024.168
Bernstein 2024