News Archive (2019 - 2018)

New Article contribution: stochastic computing without stochasticity!

"Deterministic networks for probabilistic computing"
-> Publication

New Article in Frontiers in Neuroscience: accelerated spiking Bayes!

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

New Article in Scientific Reports: spiking superiority!

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