RESULTS FROM A NEURAL TRIGGER BASED ON THE MA16 MICROPROCESSOR

Citation
C. Baldanza et al., RESULTS FROM A NEURAL TRIGGER BASED ON THE MA16 MICROPROCESSOR, International journal of modern physics C, 6(4), 1995, pp. 567-572
Citations number
9
Categorie Soggetti
Mathematical Method, Physical Science","Physycs, Mathematical","Computer Science Interdisciplinary Applications
ISSN journal
01291831
Volume
6
Issue
4
Year of publication
1995
Pages
567 - 572
Database
ISI
SICI code
0129-1831(1995)6:4<567:RFANTB>2.0.ZU;2-J
Abstract
Results from a neural-network trigger based on the digital MA16 chip o f Siemens are reported. The neural trigger has been applied to data fr om the WA92 experiment, looking for beauty particles, which have been collected during a run in which a neural trigger module based on Intel 's analog neural chip ETANN operated, as already reported. The MA16 ha s a precision of 16 bits for input variables, 16 bits for weights, 16 bits for scalar multipliers modifying the transfer function shape, 47 bits for thresholds, 53 bits for internal calculations, 38 bits for th e output. Of the latter only 16 bits are used in the MA16 board, as in put to the transfer function inplemented on 16-bit addressable EPROM's . The MA16 board operated at 50 MHz, yielding a response time for a 16 input variable net of 3 mu s for a Fisher discriminant (1-layer net) and of 6 mu s for a 2-layer net. Results are compared with those previ ously obtained with the ETANN trigger.