TY  - BOOK
AU  - Fiori,S.
AU  - Bucciarelli,P.
TI  - Probability Density Estimation Using Adaptive Activation Function Neurons
KW  - ADAPTIVE ACTIVATION FUNCTION NEURONS
KW  - CUMULATIVE DISTRIBUTION FUNCTION
KW  - DIFERENTIAL ENTROPY
KW  - PROBABILITY DENSITY FUNCTION
KW  - STOCHASTIC GRADIENT
N2  - In this paper we deal with the problem of approximating the probability density function of a signal by means of adaptive activation function neurons.We compare the proposed approach to the one based on a mixture of kernels and show through computer simulations that comparable results may be obtained with limited expense in computational efforts
UR  - https://drive.google.com/file/d/1VgRBvrcFk_HwJ64S7GfEcWjXBaCyftzv/view?usp=drivesdk
ER  -