发明名称 Neural digital processor utilizing an approximation of a non-linear activation function
摘要 A neural digital processor (10) that includes circuitry (14) for applying a function ANLF to neural potentials. ANLF approximates a non-linear activation function NLF. The circuitry includes another neural processor which operates with another non-linear activation function CNLF. CNLF is a simple function, for example a ramp. The circuitry (14) may comprise elements (361, 362, 64) in common with apparatus (75) for calculating a derivative of the approximation function ANLF. The precision of approximation of the non-linear activation function NLF can be predetermined.
申请公布号 US5796925(A) 申请公布日期 1998.08.18
申请号 US19950384191 申请日期 1995.02.06
申请人 U.S. PHILIPS CORPORATION 发明人 DEVILLE, YANNICK
分类号 G06F15/18;G06G7/60;G06N3/04;G06N3/063;G06N99/00;(IPC1-7):G06F15/18 主分类号 G06F15/18
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