Linear quantization of Hebbian-type associative memories in interconnection implementations

Pau Choo Chung, Ching Tsorng Tsai, Yung Nien Sun

研究成果: Paper

3 引文 斯高帕斯(Scopus)

摘要

The effects of linear quantized Hebbian-type associative memories (HAMs) on storage capacity and hardware implementations are explored in this paper. For the linear quantization, the interconnection weights are linearly quantized into a small number of levels. This consideration focuses mainly on the situation when only a limited accuracy range can be achieved on hardware implementations. Results of simulation and theory show that the number of quantization levels required is relatively small compared with the possible values of interconnections. Therefore, linear quantization in HAMs is worthwhile in hardware implementations.

原文English
頁面1092-1096
頁數5
出版狀態Published - 1994 十二月 1
事件Proceedings of the 1994 IEEE International Conference on Neural Networks. Part 1 (of 7) - Orlando, FL, USA
持續時間: 1994 六月 271994 六月 29

Other

OtherProceedings of the 1994 IEEE International Conference on Neural Networks. Part 1 (of 7)
城市Orlando, FL, USA
期間94-06-2794-06-29

    指紋

All Science Journal Classification (ASJC) codes

  • Software

引用此

Chung, P. C., Tsai, C. T., & Sun, Y. N. (1994). Linear quantization of Hebbian-type associative memories in interconnection implementations. 1092-1096. 論文發表於 Proceedings of the 1994 IEEE International Conference on Neural Networks. Part 1 (of 7), Orlando, FL, USA, .