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What is the role of the bias in neural networks? [closed]

...g two dimensions to one dimension, as in reproducing the AND or the OR (or XOR) functions, you can think of a neuronal network as doing the following: On the 2d plane mark all positions of input vectors. So, for boolean values, you’d want to mark (-1,-1), (1,1), (-1,1), (1,-1). What your ANN now ...
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Why does GCC generate 15-20% faster code if I optimize for size instead of speed?

...53 push rbx 4004e7: 31 db xor ebx,ebx 4004e9: 41 8d 34 1c lea esi,[r12+rbx*1] 4004ed: 41 8d 7c 1d 00 lea edi,[r13+rbx*1+0x0] 4004f2: e8 db ff ff ff call 4004d2 <_ZL3addRKiS0_.isra.0&g...
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ASP.NET Identity's default Password Hasher - How does it work and is it secure?

...lt;= secondHash.Length ? firstHash.Length : secondHash.Length; var xor = firstHash.Length ^ secondHash.Length; for (int i = 0; i < _minHashLength; i++) xor |= firstHash[i] ^ secondHash[i]; return 0 == xor; } In in your custom ApplicationUserManager, you s...
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Why do x86-64 instructions on 32-bit registers zero the upper part of the full 64-bit register?

... Another related trick is to use XOR EAX, EAX because XOR RAX, RAX would need an REX prefix. – Neil Oct 2 '13 at 9:12 3 ...
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BSS段、数据段、代码段、堆与栈 剖析 - C/C++ - 清泛网 - 专注C/C++及内核技术

..._run$[ebp+28], 8 mov DWORD PTR _run$[ebp+32], 9 mov ecx, 91 ; 0000005bH xor eax, eax lea edi, DWORD PTR _run$[ebp+36] rep stosd ; Line 15 mov DWORD PTR _i$[ebp], 0 jmp SHORT $L534 $L535: mov eax, DWORD PTR _i$[ebp] add eax, 1 mov DWORD PTR _i$[ebp], eax $L534: cmp DWORD PTR _i$[ebp], 1...
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Try-catch speeding up my code?

...ush esi [0005] push ebx [0006] sub esp,1Ch [0009] xor eax,eax [000b] mov dword ptr [ebp-20h],eax [000e] mov dword ptr [ebp-1Ch],eax [0011] mov dword ptr [ebp-18h],eax [0014] mov dword ptr [ebp-14h],eax [0017] xor eax,eax ...
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What's the simplest way to test whether a number is a power of 2 in C++?

...he numbers is 0 0 0 0 = 0. Time complexity : O(1). Approach #3: Bitwise XOR the number with its just previous number should be sum of both numbers. Example: Number = 8 Binary of 8: 1 0 0 0 Binary of 7: 0 1 1 1 and the bitwise XOR of both the numbers is 1 1 1 1 = 15. Time complexity : O(1). htt...
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Logic to test that 3 of 4 are True

... Not sure it is simpler, but maybe. ((x xor y) and (a and b)) or ((x and y) and (a xor b)) share | improve this answer | follow ...
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For i = 0, why is (i += i++) equal to 0?

... Disassembly of the running code: int i = 0; xor edx, edx mov dword ptr i, edx // set i = 0 i += i++; mov eax, dword ptr i // set eax = i (=0) mov dword ptr tempVar1, eax // set tempVar1 = eax (=0) mov eax...
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Easiest way to flip a boolean value?

...han longVariableName = !longVariableName; And every programmer should know XOR. – xamid Oct 5 '17 at 16:15 3 ...