Hannah Kim, Celia Cintas, et al.
IJCAI 2023
We study a neuron functional form (which we call the absolute value neuron) that arises naturally in analog devices in which the neuron synapses are realized using coherent oscillatory wave signals. We discuss algorithmic aspects of this neuron at both the single neuron and network level, including computational capabilities, generalization, and training. A numerical study of absolute value neural networks on two data sets is presented, which demonstrates performance competitive with standard neural networks. © 1996 IEEE.
Hannah Kim, Celia Cintas, et al.
IJCAI 2023
Rangachari Anand, Kishan Mehrotra, et al.
IEEE Transactions on Neural Networks
Fahiem Bacchus, Joseph Y. Halpern, et al.
IJCAI 1995
Dzung Phan, Vinicius Lima
INFORMS 2023