1_3 hopfield模型.mht

神经网络模型介绍神经网络模型的定义,理论的推导以及仿真图表
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------=_NextPart_000_008B_01C99D83.76AA7910
Content-Type: image/gif
Content-Transfer-Encoding: base64
Content-Location: http://www.funnyai.com/AI/Book/DigtalNN/images/4.3.ht27.gif

R0lGODlhOwJwAYAAAAAAAP///yH5BAAAAAAALAAAAAA7AnABAAL+jI+py+0Po5y02ouz3rz7D4bi
SJbmiabqyrbuC8fyTAH2jef6zvf+DwwKh8Si8YhMKpfMpvMJVdKmMmdAd4VmpbasoXu4YQALMvWM
TnfMEPF4zFbLR+C5/Y7P6/eNOv8f4Qc4SFhoeDghiEiouOj4CBlJ0yiJR1mJmam5WRPHOXf5KTpK
6hhaGnOKusraeqbqqgIbS1trGzJ7S+ep2+v7W5ELvMY7bHwMLIwMt9zsbKv8nFgsXW1dGX3tkK3d
7a3G/Y0QLl5uzkJenn7O3o5L7d4HH09fv2sfOI+/z2+x/v2vn0B7AbsVHIiQ3cFrCxM69NawWsSH