3 papers
cs.LG2025
A Scalable, Causal, and Energy Efficient Framework for Neural Decoding with Spiking Neural Networks
Georgios Mentzelopoulos, Ioannis Asmanis, Konrad P. Kording +3
Brain-computer interfaces (BCIs) promise to enable vital functions, such as speech and prosthetic control, for individuals with neuromotor impairments. Central to their success are…
cs.LG2025
The Landscape of Causal Discovery Data: Grounding Causal Discovery in Real-World Applications
Philippe Brouillard, Chandler Squires, Jonas Wahl +4
Causal discovery aims to automatically uncover causal relationships from data, a capability with significant potential across many scientific disciplines. However, its real-world a…
q-bio.NC2025
Homogenized Neural Activity and Connectivity Data
Quilee Simeon, Anshul Kashyap, Konrad P Kording +1
There is renewed interest in modeling and understanding the nervous system of the nematode (), as this small model system pro…