News Archive (2019 - 2018)

New Article contribution: stochastic computing without stochasticity!

"Deterministic networks for probabilistic computing"
See Publication

New Article in Frontiers in Neuroscience: accelerated spiking Bayes!

"Accelerated Physical Emulation of Bayesian Inference in Spiking Neural Networks"
See Publication

Congrats to Dominik, Akos and Wei for their First Prize
at the 2019 International Collegiate Competition For Brain-inspired Computing!

COSYNE Conference & Workshop - Feb. 28 - March 5 - Info

Dominik Dold presented the talk "Lagrangian dynamics of dendritic microcircuits enables real-time backpropagation of errors." -> Recording

Jakob Jordan presented the poster "Error-driven learning supports Bayes-optimal multisensory integration via conductance-based dendrites."

ICANN: Artificial Neural Networks and Machine Learning - Sep. 17-19 - Info

Timo Wunderlich presented the poster "Brain-Inspired Hardware for Artificial Intelligence: Accelerated Learning in a Physical-Model Spiking Neural Network"

New Article in Neural Networks: why the Bayesian brain may need no noise!

"Stochasticity from function - Why the Bayesian brain may need no noise" - See Publication

Congrats to Wei for receiving the Best Poster Award at the IRCN Neuro-inspired Computation Course!

"Biological solution to the mixing problem"

New Article in Frontiers in Neuroscience: advantages of neuromorphic computation!

"Demonstrating Advantages of Neuromorphic Computation: A Pilot Study" - See Publication

New Article in Scientific Reports: spiking superiority!

"Spiking neurons with short-term synaptic plasticity form superior generative networks" - See Publication