Hiroomi Hikawa

Frequency-based multilayer neural network with on-chip learning and enhanced neuron characteristics

Hiroomi Hikawa · IEEE Transactions on Neural Networks · 1999 · 65 citations

Engineering, Computer Engineering, Field-programmable Gate Arrays +15

A digital hardware pulse-mode neuron with piecewise linear activation function

Hiroomi Hikawa · IEEE Transactions on Neural Networks · 2003 · 63 citations

Engineering, Computer Engineering, Computer Science +14

Novel FPGA Implementation of Hand Sign Recognition System With SOM–Hebb Classifier

Hiroomi Hikawa, Keishi Kaida · IEEE Transactions on Circuits and Systems for Video Technology · 2015 · 59 citations

Computing, Computer Engineering, Computer Science +16

FPGA implementation of self organizing map with digital phase locked loops

Hiroomi Hikawa · Neural Networks · 2005 · 50 citations

Engineering, Computer Engineering, Computer Science +12

Improved Learning Performance of Hardware Self-Organizing Map Using a Novel Neighborhood Function

Hiroomi Hikawa, Yutaka Maeda · IEEE Transactions on Neural Networks and Learning Systems · 2015 · 41 citations

Engineering, Computer Engineering, Computer Science +14