A technical side note to my first "A computer from scratch" post and In preparation for the next step, I've examined whether it's possible to build any gate from NANDs. Is it possible? YES! Let's prove it, mathematically.
Any truth table can be built by combining NANDs.
Any truth table can be built with OR, AND and NOT.
Any truth table is defined by N bits in input (i1, i2, …, ik, …, iN). A truth table will also have 2N outputs (out1, out2, …, outl, …, out2N).
We want to create an expression with only OR, NOT and AND that "represents" each row of inputs, in other words:
1, then the expression is equal to
1if and only if all the input match the given inputs
0, then the expression is equal to
0independently from the inputs
This allows us to combine all the expression through OR to obtain an expression for the truth table.
In case of outl =
0 the function is easy to build. It's always the function
0, which can be elided from the whole-expression OR later.
In case of outl =
1, for each input we will create a sub expression which is valued
1 if the input matches with the given value for the row, and zero otherwise. ANDing all these together will give us an expression as required (its value will be
0 if any input doesn't match, otherwise
How do we create these subexpressions? If the expected input value is
NOT i, if the expected input value is
An example will make everything clear. Let's create an expression to represent the following truth table:
1s and NOT ik in place of all the
(NOT i1 AND NOT i2 AND NOT i3) OR (i1 AND NOT i2 AND NOT i3) OR (i1 AND NOT i2 AND NOT i3) OR (i1 AND i2 AND i3)
AND, OR and NOT can be expressed in terms of NANDs
It's easy to see that
NOT a = a NAND a
a AND b = NOT (a NAND b)
a AND b = (a NAND b) NAND (a NAND b)
Finally it's easy to verify that
a OR b = (NOT a) NAND (NOT b)
a OR b = (a NAND a) NAND (b NAND b)
Every truth table can be expressed in terms on NAND gates by construction:
A software engineer & Stack Overflow alumnus in London. I write about software development, coding, architecture and team leadership. I also speak at conferences worldwide.About me
What began, in Boole’s words, with an investigation “concerning the nature and constitution of the human mind,” could result in the creation of new minds—artificial minds—that might someday match or even exceed our own.Read more…