70 citations · 109 across the 4 of their papers we have counts for
4 papers · 1 filter
Dynamic allocation of limited memory resources in reinforcement learning
Nisheet Patel, Luigi Acerbi, Alexandre Pouget
Biological brains are inherently limited in their capacity to process and store information, but are nevertheless capable of solving complex tasks with apparent ease. Intelligent b…
Grand Challenges for Global Brain Sciences
Joshua T. Vogelstein, Katrin Amunts, Andreas Andreou +59
The next grand challenges for society and science are in the brain sciences. A collection of 60+ scientists from around the world, together with 10+ observers from national, privat…
Robust information propagation through noisy neural circuits
Joel Zylberberg, Alexandre Pouget, Peter E. Latham +1
Sensory neurons give highly variable responses to stimulation, which can limit the amount of stimulus information available to downstream circuits. Much work has investigated the f…
Synaptic plasticity as Bayesian inference
Laurence Aitchison, Jannes Jegminat, Jorge Aurelio Menendez +3
Learning, especially rapid learning, is critical for survival. However, learning is hard: a large number of synaptic weights must be set based on noisy, often ambiguous, sensory in…