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cond-mat.dis-nn2000
Computational Capacity of an Odorant Discriminator: the Linear Separability of Curves
N. Caticha, J. E. Palo Tejada, D. Lancet +1
We introduce and study an artificial neural network, inspired by the probabilistic Receptor Affinity Distribution model of olfaction. Our system consists on N sensory neurons whose…
cond-mat.dis-nn2000
MaxEnt Queries and Sequential Sampling
Peter Riegler, Nestor Caticha
In this paper we pose the question: After gathering N data points, at what value of the control parameter should the next measurement be done? We propose an on-line algorithm which…