Sashi Novitasari, Takashi Fukuda, et al.
INTERSPEECH 2025
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.
Sashi Novitasari, Takashi Fukuda, et al.
INTERSPEECH 2025
P.C. Yue, C.K. Wong
Journal of the ACM
Masami Akamine, Jitendra Ajmera
IEICE Trans Inf Syst
Miao Guo, Yong Tao Pei, et al.
WCITS 2011