Title :
A feedback neural network for signal processing and event recognition
Author :
Alderighi, Monica ; Crosetto, Dario ; Ovidio, Francesco Md ; Gummati, Emiliano L. ; Sechi, Giacomo R.
Author_Institution :
Istituto di Fisica Cosmica e Tecnologie Relative, CNR, Milano, Italy
Abstract :
Recent years have witnessed a growing interest in the study of neural networks. A lot of work has been on understanding how various computational problems can be solved adopting these models. This paper describes an asynchronous feedback neural network, the photon event identification problem in an astrophysics experiment, and shows some promising results
Keywords :
X-ray astronomy; astronomical techniques; astronomy computing; gamma-ray astronomy; pattern recognition; recurrent neural nets; signal processing; astronomy; astrophysical detector; asynchronous feedback neural network; computational problems; event recognition; feedback neural network; photon counting; photon event identification problem; signal processing; Charge coupled devices; Neural networks; Neurofeedback; Optical computing; Parallel processing; Robustness; Shape measurement; Signal analysis; Signal processing; Signal processing algorithms;
Conference_Titel :
Algorithms and Architectures for Parallel Processing, 1995. ICAPP 95. IEEE First ICA/sup 3/PP., IEEE First International Conference on
Conference_Location :
Brisbane, Qld.
Print_ISBN :
0-7803-2018-2
DOI :
10.1109/ICAPP.1995.472268
