Parallel Neural Network Emulator For ECG Processing
Yuh‐Show Tsai, Jinshu Su, J.R. Duan · 2005
A parallel neural network emulation system based on the nine transputers had been utilized to ECG recognition. This system are under the control of Helios, an UNIX-like operating system, which allows programmers easily convert traditional sequential program to parallel processing modules and distributes these modules among transputer array. While applied the emulation system to three layers back-propagation neural network for ECG recognition, the speedup of three was obtained with coarse-grain parallelism and simple pipeline connection. Moreover, with fine tuning of each parallel module and linking modules with specific application topology, The system may achieved the speedup of six.