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q-bio.NC2019
Optimal Multivariate Tuning with Neuron-Level and Population-Level Energy Constraints
Yuval Harel, Ron Meir
Optimality principles have been useful in explaining many aspects of biological systems. In the context of neural encoding in sensory areas, optimality is naturally formulated in a…
q-bio.NC2019
Optimal decoding of dynamic stimuli encoded by heterogeneous populations of spiking neurons - a closed form approximation
Yuval Harel, Ron Meir, Manfred Opper
Neural decoding may be formulated as dynamic state estimation (filtering) based on point process observations, a generally intractable problem. Numerical sampling techniques are of…