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PIM stands for parallel inference machine.
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A direct consequence of this result is that the conditioning strategy proposed by Touretzky to allow for fast parallel inference is also intractable.
The technical goal of the Fifth Generation Computer Systems (FGCS) project (1982 1993) was to develop Parallel Inference technologies, namely systematized technologies for realizing knowledge information processing on top of parallel computer architecture.
Instead of time consuming inference of probabilities of mildly context‐sensitive rules, we opted for learning probabilities of context‐free rules for parallel helix pairs, which linked residues at the opposing sites of helices.
[Optional] Parallel python [ 41] for parallel processing.
Look for parallel lines.
This is true even for parallel parking.
In this way, our approach can fully exploit the computational power of the cloud computing system to perform parallel computation for network inference.
Look for parallels between different wines.
Drawing upon this knowledge, a high-speed parallel implementation has potential for performing inference of many simultaneous concepts in real-time, realizing cognition as it perceives the current state of its environment.
For Bayesian inference, we sample every 10 generations for 300,000 total generations on two independent parallel runs of the Monte Carlo Markov Chains.
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