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1. B = C ( from Linguistics)
2. A = B ( from Cell Language Theory)
3. A = C (leads to Semantic Biology)
Fig. 12.38 Predicting the biological functions of the components of proteinese based on the cell
language theory (Ji 1997a, b). 1
¼
Major premise; 2
¼
minor premise; 3
¼
conclusion. A, B and
C refer to the columns so labeled in Table 12.18
The relation between Columns B and C are well established in linguistics
(Hockett 1960; Culler 1991). The relation between Columns A and B is suggested
by the cell language theory. Therefore, Column A and C must be related, as the
following syllogism demonstrates:
Based on the inference presented in Fig. 12.38 , it appears reasonable to suggest
that semantic biology of Barbieri (2003, 2008a, b) emerges logically from the
combination of linguistics and molecular biology, i.e. , the cell language theory
(Ji 1997a, b) .
12.18 Computing with Numbers, Words, and Molecules
The concept of computing is widely discussed not only in computer science and
engineering but also in mathematics (Wolfram 2002), physics (Lloyd 2006), brain/
mind research, and biology (Adleman 1994; Ji 1999a). This is most likely because
computing is a general concept that can be defined as follows:
Computing is a series of the input-induced state transitions of a material system, artificial or
natural, obeying a set of axioms, rules, and/or laws, leading to observable outputs. (12.53)
Thus defined, the concept of computing can be applied even to the Universe
(Lloyd 2006, 2009). In Table 12.18 in Sect. 12.16 , it was suggested that protein
networks of the cell are the units of reasoning or computing. That is, the cell
computes . In this section, the following items are discussed:
1. Three classes of computing
2. Computing as a category
3. The “conformon-P machine” as a formal model of the living cell
4. The “Turing/Zadeh complementarity” model of computing
5. The Bhopalator, a molecular model of the living cell, and its implications for
computational theories of mind
(1) We can recognize three classes of computing- numerical , lexical , and
molecular . They are distinguished by the nature of signs being manipulated to
accomplish computing. The first class of computing is too well known to be
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