This writeup can be supplemented by this article on Wikipedia.
Below is an example of converting CRC8ATM polynomial x^8 + x^2 + x + 1 into a parallel circuit for calculating CRC. I’ll first go through the exercise of how the serial implementation works then describe how to derive a parallel circuit.
The polynomial (x^8 + x^2 + x + 1) converts into a serial implementation like so…
For the purposes of clarity, I’ll be calling the flops in this circuit crc. Since this circuit has 8bits of registers, it creates an 8bit CRC value or crc[7:0]. In order to create the CRC value, the registers are first loaded with an input message followed by trailing zeroes. Using the example from the Wikipedia link above, if the input message was 0101_0111 (0x57), the value shifted into the circuit will be 0101_0111_0000_0000 or (0x5700).
To illustrate using more detail, the table below shows the contents of each crc register bit as we shift the input message and trailing zeroes into the serial circuit. Please note the following:
Initially, the circuit’s flops are reset or defaulted to 0.
The next value of crc[7] is the contents of crc[6]
The next value of crc[6] is the contents of crc[5]
The next value of crc[5] is the contents of crc[4]
The next value of crc[4] is the contents of crc[3]
The next value of crc[3] is the contents of crc[2]
The next value of crc[2] is the contents of crc[1] ExclusiveORed with the contents of crc[7]
The next value of crc[1] is the contents of crc[0] ExclusiveORed with the contents of crc[7]
The next value of crc[0] is input ExclusiveORed with the contents of crc[7]

crc[7] 
crc[6] 
crc[5] 
crc[4] 
crc[3] 
crc[2] 
crc[1] 
crc[0] 
input 
initial value 
0 
0 
0 
0 
0 
0 
0 
0 
0 
step 1 
0 
0 
0 
0 
0 
0 
0 
0 
1 
step 2 
0 
0 
0 
0 
0 
0 
0 
1 
0 
step 3 
0 
0 
0 
0 
0 
0 
1 
0 
1 
step 4 
0 
0 
0 
0 
0 
1 
0 
1 
0 
step 5 
0 
0 
0 
0 
1 
0 
1 
0 
1 
step 6 
0 
0 
0 
1 
0 
1 
0 
1 
1 
step 7 
0 
0 
1 
0 
1 
0 
1 
1 
1 
step 8 
0 
1 
0 
1 
0 
1 
1 
1 
0 
step 9 
1 
0 
1 
0 
1 
1 
1 
0 
0 
step 10 
0 
1 
0 
1 
1 
0 
1 
1 
0 
step 11 
1 
0 
1 
1 
0 
1 
1 
0 
0 
step 12 
0 
1 
1 
0 
1 
0 
1 
1 
0 
step 13 
1 
1 
0 
1 
0 
1 
1 
0 
0 
step 14 
1 
0 
1 
0 
1 
0 
1 
1 
0 
step 15 
0 
1 
0 
1 
0 
0 
0 
1 
0 
step 16 
1 
0 
1 
0 
0 
0 
1 
0 

The final CRC value that is taken from row step 16 is 1010_0010 or 0xA2 in hexadecimal.
In order to convert the serial circuit to a parallel version, we need to create ExclusiveOR (XOR) equations for each flop. The symbol for ExclusiveOR is “^”. We can do this my following a similar method (i.e., shifting) as the previous example except that we use variables instead. Using a table as before, we still have an 8bit register, but this time we will call the input variable in[7:0].

crc[7] 
crc[6] 
crc[5] 
crc[4] 
crc[3] 
crc[2] 
crc[1] 
crc[0] 
input 
initial value 
0 
0 
0 
0 
0 
0 
0 
0 
in[7] 
step 1 
crc[6] 
crc[5] 
crc[4] 
crc[3] 
crc[2] 
crc[1] ^ crc[7] 
crc[0] ^ crc[7] 
in[7] ^ crc[7] 
in[6] 
step 2 
crc[5] 
crc[4] 
crc[3] 
crc[2] 
crc[1] ^ crc[7] 
crc[0] ^ crc[7] ^ crc[6] 
in[7] ^ crc[7] ^ crc[6] 
in[6] ^ crc[6] 
in[5] 
step 3 
crc[4] 
crc[3] 
crc[2] 
crc[1] ^ crc[7] 
crc[0] ^ crc[7] ^ crc[6] 
in[7] ^ crc[7] ^ crc[6] ^ crc[5] 
in[6] ^ crc[6] ^ crc[5] 
in[5] ^ crc[5] 
in[4] 
step 4 
crc[3] 
crc[2] 
crc[1] ^ crc[7] 
crc[0] ^ crc[7] ^ crc[6] 
in[7] ^ crc[7] ^ crc[6] ^ crc[5] 
in[6] ^ crc[6] ^ crc[5] ^ crc[4] 
in[5] ^ crc[5] ^ crc[4] 
in[4] ^ crc[4] 
in[3] 
step 5 
crc[2] 
crc[1] ^ crc[7] 
crc[0] ^ crc[7] ^ crc[6] 
in[7] ^ crc[7] ^ crc[6] ^ crc[5] 
in[6] ^ crc[6] ^ crc[5] ^ crc[4] 
in[5] ^ crc[5] ^ crc[4] ^ crc[3] 
in[4] ^ crc[4] ^ crc[3] 
in[3] ^ crc[3] 
in[2] 
step 6 
crc[1] ^ crc[7] 
crc[0] ^ crc[7] ^ crc[6] 
in[7] ^ crc[7] ^ crc[6] ^ crc[5] 
in[6] ^ crc[6] ^ crc[5] ^ crc[4] 
in[5] ^ crc[5] ^ crc[4] ^ crc[3] 
in[4] ^ crc[4] ^ crc[3] ^ crc[2] 
in[3] ^ crc[3] ^ crc[2] 
in[2] ^ crc[2] 
in[1] 
step 7 
crc[0] ^ crc[7] ^ crc[6] 
in[7] ^ crc[7] ^ crc[6] ^ crc[5] 
in[6] ^ crc[6] ^ crc[5] ^ crc[4] 
in[5] ^ crc[5] ^ crc[4] ^ crc[3] 
in[4] ^ crc[4] ^ crc[3] ^ crc[2] 
in[3] ^ crc[3] ^ crc[2] ^ crc[1] ^ crc[7] 
in[2] ^ crc[2] ^ crc[1] ^ crc[7] 
in[1] ^ crc[1] ^ crc[7] 
in[0] 
step 8 
in[7] ^ crc[7] ^ crc[6] ^ crc[5] 
in[6] ^ crc[6] ^ crc[5] ^ crc[4] 
in[5] ^ crc[5] ^ crc[4] ^ crc[3] 
in[4] ^ crc[4] ^ crc[3] ^ crc[2] 
in[3] ^ crc[3] ^ crc[2] ^ crc[1] ^ crc[7] 
in[2] ^ crc[2] ^ crc[1] ^ crc[7] ^ crc[0] ^ crc[7] ^ crc[6] 
in[1] ^ crc[1] ^ crc[7] ^ crc[0] ^ crc[7] ^ crc[6] 
in[0] ^ crc[0] ^ crc[7] ^ crc[6] 

Removing any duplicate XORpairs to simplify 
in[7] ^ crc[7] ^ crc[6] ^ crc[5] 
in[6] ^ crc[6] ^ crc[5] ^ crc[4] 
in[5] ^ crc[5] ^ crc[4] ^ crc[3] 
in[4] ^ crc[4] ^ crc[3] ^ crc[2] 
in[3] ^ crc[3] ^ crc[2] ^ crc[1] ^ crc[7] 
in[2] ^ crc[2] ^ crc[1]
^ crc[7] ^ crc[0] ^ crc[7] ^ crc[6] 
in[1] ^ crc[1]
^ crc[7] ^ crc[0] ^ crc[7] ^ crc[6] 
in[0] ^ crc[0] ^ crc[7] ^ crc[6] 

Final equations for each crc flip flop 
in[7] ^ crc[7] ^ crc[6] ^ crc[5] 
in[6] ^ crc[6] ^ crc[5] ^ crc[4] 
in[5] ^ crc[5] ^ crc[4] ^ crc[3] 
in[4] ^ crc[4] ^ crc[3] ^ crc[2] 
in[3] ^ crc[3] ^ crc[2] ^ crc[1] ^ crc[7] 
in[2] ^ crc[2] ^ crc[1] ^ crc[0] ^ crc[6] 
in[1] ^ crc[1] ^ crc[0] ^ crc[6] 
in[0] ^ crc[0] ^ crc[7] ^ crc[6] 

The Verilog equations would look like the following:
always_comb begin
next_crc[0] = crc[0] ^ crc[6] ^ crc[7] ^ in[0];
next_crc[1] = crc[0] ^ crc[1] ^ crc[6] ^ in[1];
next_crc[2] = crc[0] ^ crc[1] ^ crc[2] ^ crc[6] ^ in[2];
next_crc[3] = crc[1] ^ crc[2] ^ crc[3] ^ crc[7] ^ in[3];
next_crc[4] = crc[2] ^ crc[3] ^ crc[4] ^ in[4];
next_crc[5] = crc[3] ^ crc[4] ^ crc[5] ^ in[5];
next_crc[6] = crc[4] ^ crc[5] ^ crc[6] ^ in[6];
next_crc[7] = crc[5] ^ crc[6] ^ crc[7] ^ in[7];
end
To test that the equations are correct, we apply the input. However, instead of applying the input serially, we apply it in parallel. The input we drive in is 0x5700 or 0101_0111_0000_0000
We first apply the first byte, 0101_0111 (0x57). Note that the initial values of the crc[7:0] register is 0.

crc[7] 
crc[6] 
crc[5] 
crc[4] 
crc[3] 
crc[2] 
crc[1] 
crc[0] 
input 

0 ^ 0 ^ 0 ^ 0 
1 ^ 0 ^ 0 ^ 0 
0 ^ 0 ^ 0 ^ 0 
1 ^ 0 ^ 0 ^ 0 
0 ^ 0 ^ 0 ^ 0 ^ 0 
1 ^ 0 ^ 0 ^ 0 ^ 0 
1 ^ 0 ^ 0 ^ 0 
1 ^ 0 ^ 0 ^ 0 
0x57 
contents of crc register after input of 0x57 applied 
0 
1 
0 
1 
0 
1 
1 
1 

Next, we apply the second and final byte of trailing zeroes.

crc[7] 
crc[6] 
crc[5] 
crc[4] 
crc[3] 
crc[2] 
crc[1] 
crc[0] 
input 

0 ^ 0 ^ 1 ^ 0 
0 ^ 1 ^ 0 ^ 1 
0 ^ 0 ^ 1 ^ 0 
0 ^ 1 ^ 0 ^ 1 
0 ^ 0 ^ 1 ^ 1 ^ 0 
0 ^ 1 ^ 1 ^ 1 ^ 1 
0 ^ 1 ^ 1 ^ 1 
0 ^ 1 ^ 0 ^ 1 
0x00 
contents of crc register after input of 0x00 applied 
1 
0 
1 
0 
0 
0 
1 
0 

The contents of the CRC register is now 1010_0010 or 0xA2, the same value using the serial version of the circuit after we serially shifted in the last 8 bits of trailing zeroes.
In cases where the input bus is larger than the CRC value, we can iterate through the shift register the same number of times as the input bus to create the parallel XOR equations for each crc register bit. Using our previous example, the input bus was 8 bits wide. If the input bus was 16 bits wide, the crc register bus still stays 8bits wide but the equation changes. I’ll leave it to you, the reader, to figure out how to get the result below.
always_comb begin
next_crc[0] = crc[0] ^ crc[4] ^ crc[6] ^ crc_in[0] ^ crc_in[14] ^ crc_in[15] ^ crc_in[8];
next_crc[1] = crc[1] ^ crc[4] ^ crc[5] ^ crc[6] ^ crc[7] ^ crc_in[14] ^ crc_in[1] ^ crc_in[8] ^ crc_in[9];
next_crc[2] = crc[0] ^ crc[2] ^ crc[4] ^ crc[5] ^ crc[7] ^ crc_in[10] ^ crc_in[14] ^ crc_in[2] ^ crc_in[8] ^ crc_in[9];
next_crc[3] = crc[1] ^ crc[3] ^ crc[5] ^ crc[6] ^ crc_in[10] ^ crc_in[11] ^ crc_in[15] ^ crc_in[3] ^ crc_in[9];
next_crc[4] = crc[0] ^ crc[2] ^ crc[4] ^ crc[6] ^ crc[7] ^ crc_in[10] ^ crc_in[11] ^ crc_in[12] ^ crc_in[4];
next_crc[5] = crc[1] ^ crc[3] ^ crc[5] ^ crc[7] ^ crc_in[11] ^ crc_in[12] ^ crc_in[13] ^ crc_in[5];
next_crc[6] = crc[2] ^ crc[4] ^ crc[6] ^ crc_in[12] ^ crc_in[13] ^ crc_in[14] ^ crc_in[6];
next_crc[7] = crc[3] ^ crc[5] ^ crc[7] ^ crc_in[13] ^ crc_in[14] ^ crc_in[15] ^ crc_in[7];
end
Again, to test if the circuit is working properly, we apply an input of 0101_0111_0000_0000 (0x5700) in one step. Again, the initial value of the flops are zeroes.

crc[7] 
crc[6] 
crc[5] 
crc[4] 
crc[3] 
crc[2] 
crc[1] 
crc[0] 
input 

0 ^ 1 ^ 0 ^ 0 
1 ^ 0 ^ 1 
0 ^ 1 ^ 0 ^ 0 
1 ^ 0 ^ 1 ^ 0 
1 ^ 0 ^ 0 ^ 0 ^ 1 
1 ^ 1 ^ 0 ^ 1 ^ 1 
1 ^ 0 ^ 1 ^ 1 
0 ^ 1 ^ 0 ^ 1 
0x5700 
contents of crc register after input of 0x5700 applied 
1 
0 
1 
0 
0 
0 
1 
0 
1010_0010 or 0xA2 is the same answer as the previous examples.
I’ve implemented CRC generators several times but I usually forget how to do it especially when I’ve been working on something else for a long period of time. I’ve documented it here so I don’t forget and to also help my fellow logic designers. Although this may not apply directly to the problem you are trying to solve, I hope you find the process of obtaining the crc logic helpful.