Search Results - "Boeshertz, Gauthier"

Task adaption by biologically inspired stochastic comodulation by Boeshertz, Gauthier, Haimerl, Caroline, Savin, Cristina

“…Brain representations must strike a balance between generalizability and adaptability. Neural codes capture general statistical regularities in the world,…”
Get full text

Accurate Mapping of RNNs on Neuromorphic Hardware with Adaptive Spiking Neurons by Boeshertz, Gauthier, Indiveri, Giacomo, Nair, Manu, Renner, Alpha

“…Thanks to their parallel and sparse activity features, recurrent neural networks (RNNs) are well-suited for hardware implementation in low-power neuromorphic…”
Get full text

Zero-Shot Transfer in Imitation Learning by Cauderan, Alvaro, Boeshertz, Gauthier, Schwarb, Florian, Zhang, Calvin

“…We present an algorithm that learns to imitate expert behavior and can transfer to previously unseen domains without retraining. Such an algorithm is extremely…”
Get full text