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Demonstrating Advantages of Neuromorphic Computation: A Pilot Study.
Wunderlich T, Kungl AF, Müller E, Hartel A, Stradmann Y, Aamir SA, Grübl A, Heimbrecht A, Schreiber K, Stöckel D, Pehle C, Billaudelle S, Kiene G, Mauch C, Schemmel J, Meier K, Petrovici MA. Wunderlich T, et al. Among authors: kungl af. Front Neurosci. 2019 Mar 26;13:260. doi: 10.3389/fnins.2019.00260. eCollection 2019. Front Neurosci. 2019. PMID: 30971881 Free PMC article.
Stochasticity from function - Why the Bayesian brain may need no noise.
Dold D, Bytschok I, Kungl AF, Baumbach A, Breitwieser O, Senn W, Schemmel J, Meier K, Petrovici MA. Dold D, et al. Among authors: kungl af. Neural Netw. 2019 Nov;119:200-213. doi: 10.1016/j.neunet.2019.08.002. Epub 2019 Aug 19. Neural Netw. 2019. PMID: 31450073 Free article.
Accelerated Physical Emulation of Bayesian Inference in Spiking Neural Networks.
Kungl AF, Schmitt S, Klähn J, Müller P, Baumbach A, Dold D, Kugele A, Müller E, Koke C, Kleider M, Mauch C, Breitwieser O, Leng L, Gürtler N, Güttler M, Husmann D, Husmann K, Hartel A, Karasenko V, Grübl A, Schemmel J, Meier K, Petrovici MA. Kungl AF, et al. Front Neurosci. 2019 Nov 14;13:1201. doi: 10.3389/fnins.2019.01201. eCollection 2019. Front Neurosci. 2019. PMID: 31798400 Free PMC article.