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Individuals with lower levels of injury will walk with greater ease than those persons with higher lumbar injuries The functional goals of individuals with injuries from S1 through S5 include the ability to walk with fewer or no supportive devices Depending on the level of injury, there are also various degrees of return of voluntary bladder, bowel, and sexual functions..

The implementation level speci es how the hardware device is to carry out the program instructions The cognitive level is a detailed analysis of what a system must be able to know and do in order to perform a speci ed job In certain respects, this is psychologically the most revealing level, because so much of what we know and do involves consciousness not at all It is easy for me to walk downstairs and retrieve a book, and I can often do it while my conscious mind is engaged in thinking about writing this chapter However, we nd that building a robot to do the same thing reveals deep problems that my mind/brain solves effortlessly Even recognizing an open doorway requires complexities of scene analysis that no robot can yet carry out.

18115 Intermediate Language The source code we write for this platform must be written using a programming language that conforms to the Common Language Speci cation (CLS) and Common Type System (CTS) This source code is not compiled directly into machine code the way our traditional programs are usually compiled on other platforms Instead, the code is compiled into a special format called the Microsoft Intermediate Language (MSIL), the Common Intermediate Language (CIL), or simply the Intermediate Language (IL) [Costa05] Regardless of which name we choose to use for this format, it is the nal format generated during our development activities Just before the Common Language Runtime (CLR) is ready to execute our code, it uses another subplatform, the Just-in-Time (JIT) compiler The JIT compiler translates the IL format into a natively executable format Figure 18.

Once one has speci ed the cognitive requirements of a task, the next job is writing the program that can get the job done This is the algorithm level, de ning the exact computational steps the system will perform In psychology, this is the level of psychological theory, as we attempt to describe how our existing human program operates An arti cial system, on the other hand may achieve the same results with a very different program For example, a human chess master and a chess-playing program such as Deep Blue solve the cognitivelevel problems of chess very differently A computational psychological theory of chess playing needs to replicate the mental steps of the human player; the computational AI theory does not Finally, one implements the program in a working physical system.

In AI, this means building or programming an intelligent system; in psychology it means working out the neuroscience about the workings of the human meat machine Within Marr s broad framework, two different approaches to mind design two architectures of cognition came into existence, the symbol-system hypothesis and connectionism The Symbol-System Hypothesis Herbert Simon and his colleague Allan Newell rst drew the connection between human and computer cognition at the RAND Corporation in 1954 (Simon, 1996) Simon was by training an economist (he won the 1981 Nobel Prize in that eld) As a graduate student, Simon had been greatly in uenced by the writings of E C Tolman, and was well schooled in formal logic Previously, computers had been seen as glorious, if exible, number crunchers, calculators writ large Simon saw that computers could be more fruitfully and generally viewed as symbol manipulators.

By the early twentieth century, logicians had established the concept of interpreted formal systems, in which.

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1 depicts how the IL code uses the CLS/CTS to interface with the Base Class Library (BCL) and access the functionality contained within the platform The outer layer shown in this diagram represents our code that is written in a programming language and compiled into the Intermediate Language The IL sits on top of/works through the CLS and CTS to access the BCL The BCL, in turn, wraps the CLR services and facilities, effectively wrapping access to all the underlying services provided by this DDBE Platform inside the BCL 18116 Managed/Unmanaged Components Once our source code has been compiled, we can refer to it as a module A collection of one or more modules can be considered as a single unit, and referred to as a component.