1/***************************************************************************** 2 FILE : $Source: /projects/higgs1/SNNS/CVS/SNNS/kernel/sources/trans_f.ph,v $ 3 SHORTNAME : 4 SNNS VERSION : 4.2 5 6 PURPOSE : SNNS-Kernel transfer functions 7 NOTES : 8 9 AUTHOR : Niels Mache 10 DATE : 25.06.90 11 12 CHANGED BY : Sven Doering 13 RCS VERSION : $Revision: 2.12 $ 14 LAST CHANGE : $Date: 1998/03/10 15:12:33 $ 15 16 Copyright (c) 1990-1995 SNNS Group, IPVR, Univ. Stuttgart, FRG 17 Copyright (c) 1996-1998 SNNS Group, WSI, Univ. Tuebingen, FRG 18 19******************************************************************************/ 20#ifndef _TRANS_F_DEFINED_ 21#define _TRANS_F_DEFINED_ 22 23/* begin global definition section */ 24 25FlintType OUTP_Identity(register FlintType activation); 26FlintType OUT_Clip_01(register FlintType activation); 27FlintType OUT_Clip_11(register FlintType activation); 28FlintType OUT_Threshold05(register FlintType activation); 29FlintType OUT_Custom_Python(register FlintType activation); 30FlintType ACT_Linear(struct Unit *unit_ptr); 31FlintType ACT_BSBFunction(struct Unit *unit_ptr); 32FlintType ACT_MinOutPlusWeight(struct Unit *unit_ptr); 33FlintType ACT_TanHFunction(struct Unit *unit_ptr); 34FlintType ACT_TanHFunction_Xdiv2(struct Unit *unit_ptr); 35FlintType ACT_Logistic(struct Unit *unit_ptr); 36FlintType ACT_Elliott(struct Unit *unit_ptr); 37FlintType ACT_Perceptron(struct Unit *unit_ptr); 38FlintType ACT_Signum(struct Unit *unit_ptr); 39FlintType ACT_Softmax(struct Unit *unit_ptr); 40FlintType ACT_CC_Threshold(struct Unit *unit_ptr); 41FlintType ACT_DERIV_CC_Threshold(struct Unit *unit_ptr); 42FlintType ACT_EXPONENT(struct Unit *unit_ptr); 43FlintType ACT_DERIV_EXPONENT(struct Unit *unit_ptr); 44FlintType ACT_SIN(struct Unit *unit_ptr); 45FlintType ACT_DERIV_SIN(struct Unit *unit_ptr); 46FlintType ACT_Signum0(struct Unit *unit_ptr); 47FlintType ACT_StepFunction(struct Unit *unit_ptr); 48FlintType ACT_HystStepFunction(struct Unit *unit_ptr); 49FlintType ACT_BAMFunction(struct Unit *unit_ptr); 50FlintType ACT_RM (struct Unit *unit_ptr); 51FlintType ACT_LogisticI(struct Unit *unit_ptr); 52FlintType RbfUnitGetNormsqr(struct Unit *unit_ptr); 53FlintType ACT_RBF_Gaussian(struct Unit *unit_ptr); 54FlintType ACT_RBF_Multiquadratic(struct Unit *unit_ptr); 55FlintType ACT_RBF_Thinplatespline(struct Unit *unit_ptr); 56FlintType ACT_Linear_bias(struct Unit *unit_ptr); 57FlintType ACT_at_least_2 (struct Unit *unit_ptr); 58FlintType ACT_less_than_0 (struct Unit *unit_ptr); 59FlintType ACT_at_least_1 (struct Unit *unit_ptr); 60FlintType ACT_at_most_0 (struct Unit *unit_ptr); 61FlintType ACT_Product (struct Unit *unit_ptr); 62FlintType ACT_exactly_1 (struct Unit *unit_ptr); 63FlintType ACT_TD_Logistic(struct Unit *unit_ptr); 64FlintType ACT_TD_Elliott(struct Unit *unit_ptr); 65FlintType ACT_Euclid(struct Unit *unit_ptr); 66FlintType ACT_Component(struct Unit *unit_ptr); 67FlintType ACT_DERIV_Logistic(struct Unit *unit_ptr); 68FlintType ACT_2_DERIV_Logistic(struct Unit *unit_ptr); 69FlintType ACT_DERIV_Elliott(struct Unit *unit_ptr); 70FlintType ACT_2_DERIV_Elliott(struct Unit *unit_ptr); 71FlintType ACT_DERIV_TD_Logistic(struct Unit *unit_ptr); 72FlintType ACT_DERIV_TD_Elliott(struct Unit *unit_ptr); 73FlintType ACT_DERIV_Identity(struct Unit *unit_ptr); 74FlintType ACT_2_DERIV_Identity(struct Unit *unit_ptr); 75FlintType ACT_DERIV_BSBFunction(struct Unit *unit_ptr); 76FlintType ACT_2_DERIV_BSBFunction(struct Unit *unit_ptr); 77FlintType ACT_DERIV_TanHFunction(struct Unit *unit_ptr); 78FlintType ACT_2_DERIV_TanHFunction(struct Unit *unit_ptr); 79FlintType ACT_DERIV_TanHFunction_Xdiv2(struct Unit *unit_ptr); 80FlintType ACT_2_DERIV_TanHFunction_Xdiv2(struct Unit *unit_ptr); 81FlintType ACT_DERIV_Dummy(struct Unit *unit_ptr); 82FlintType ACT_2_DERIV_Dummy(struct Unit *unit_ptr); 83FlintType ACT_DERIV_RBF_Gaussian(struct Unit *unit_ptr); 84FlintType ACT_DERIV_RBF_Multiquadratic(struct Unit *unit_ptr); 85FlintType ACT_DERIV_RBF_Thinplatespline(struct Unit *unit_ptr); 86FlintType ACT_DERIV_TACOMA(struct Unit *unit_ptr); 87FlintType SITE_WeightedSum(struct Site *site_ptr); 88FlintType SITE_Product(struct Site *site_ptr); 89FlintType SITE_ProductA(struct Site *site_ptr); 90FlintType SITE_Max(struct Site *site_ptr); 91FlintType SITE_Min(struct Site *site_ptr); 92FlintType SITE_at_least_2 (struct Site *site_ptr); 93FlintType SITE_at_least_1 (struct Site *site_ptr); 94FlintType SITE_at_most_0 (struct Site *site_ptr); 95FlintType SITE_Reciprocal_WeightedSum (struct Site *site_ptr); 96FlintType ACT_LogisticSym(struct Unit *unit_ptr); 97FlintType ACT_DERIV_LogisticSym(struct Unit *unit_ptr); 98FlintType ACT_DERIV_tanh(struct Unit *unit_ptr); 99FlintType ACT_2_DERIV_tanh(struct Unit *unit_ptr); 100FlintType ACT_TACOMA(struct Unit *unit_ptr); 101void kohonen_SetExtraParameter(int x); 102 103 104/* end global definition section */ 105 106/* begin private definition section */ 107 108static int ExtraParameter; 109 110/* end private definition section */ 111 112#endif 113