Zobrazeno 1 - 3
of 3
pro vyhledávání: '"E. M. Khayrov"'
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783031232060
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::7119aea831004e4815bb6780b2890e3d
https://doi.org/10.1007/978-3-031-23207-7_13
https://doi.org/10.1007/978-3-031-23207-7_13
Publikováno v:
Optical Memory and Neural Networks. 28:262-270
To reduce random access memory (RAM) requirements and to increase speed of recognition algorithms we consider a weight discretization problem for trained neural networks. We show that an exponential discretization is preferable to a linear discretiza
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a9404239e6585b0dbb885650add21ef5
https://doi.org/10.3103/s1060992x19040106
https://doi.org/10.3103/s1060992x19040106
Publikováno v:
Studies in Computational Intelligence ISBN: 9783030304249
The paper considers the quantization of weights as a tool for reducing the original size of an already trained neural net without having to perform the retraining. We have examined the methods based on uniform and exponential weight quantization and
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::48bfffd03188a55d7fa1ee22111b1269
https://doi.org/10.1007/978-3-030-30425-6_27
https://doi.org/10.1007/978-3-030-30425-6_27