linkedin post 2021-05-17 02:11:38

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INSPIRED DEDUCTION. “The above dictionary gives us a rough idea that in a neural network designed by the above rules, we should encounter a state of an enhanced memory storage capacity in form of a state in which some of the lowest threshold neurons are highly excited. As we shall see, this is indeed the case.” https://onlinelibrary.wiley.com/doi/full/10.1002/prop.201800007?casa_token=GdPRXs_tGLEAAAAA%3Ag-pxPMtkcleTYDUNK3mYGfpEzKRyc2LqQknTgFFB7dkYFDL8rDe2s0f4_0Q0oKjXD4_AEgFPGWolVTQ View in LinkedIn
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linkedin post 2021-05-17 02:09:51

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NEW LEXICON. “To summarize, we establish the following dictionary: Particle momentum mode Neural degree of freedom; Oscillator energy gap Excitation energy threshold of neuron; Mode occupation number Excitation level of neuron; Gravitational interaction among particles Excitatory synaptic connection among neurons; Black hole state Critical state of highly excited low threshold neurons.” https://onlinelibrary.wiley.com/doi/full/10.1002/prop.201800007?casa_token=GdPRXs_tGLEAAAAA%3Ag-pxPMtkcleTYDUNK3mYGfpEzKRyc2LqQknTgFFB7dkYFDL8rDe2s0f4_0Q0oKjXD4_AEgFPGWolVTQ View in LinkedIn
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linkedin post 2021-05-19 06:02:17

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INTUITIVE THINKING. “The acquisition of skill selectively increases the accessibility of useful responses and of productive ways to organize information. The master chess player does not see the same board as the novice.” (Nobel Prize Lecture, December 8, 2002 by Daniel Kahneman). https://lnkd.in/dt86PQg View in LinkedIn
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linkedin post 2021-05-19 06:01:57

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EXPONENTIAL STORAGE. “We have seen that a quantum brain network with the gravity‐like synaptic connections can acquire a very high complexity and an ability to store an exponentially large number of patterns within a narrow energy gap.” https://onlinelibrary.wiley.com/doi/full/10.1002/prop.201800007?casa_token=GdPRXs_tGLEAAAAA%3Ag-pxPMtkcleTYDUNK3mYGfpEzKRyc2LqQknTgFFB7dkYFDL8rDe2s0f4_0Q0oKjXD4_AEgFPGWolVTQ View in LinkedIn
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linkedin post 2021-05-19 06:01:39

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INFORMATION PASSAGE. “We shall assume that a pattern encoded in an initial state of b‐neurons is transmitted to a‐neurons through the synaptic connections. The response efficiency will be measured by its precision, i.e., by how accurately the state of a‐neurons can reproduce an input pattern.” https://onlinelibrary.wiley.com/doi/full/10.1002/prop.201800007?casa_token=GdPRXs_tGLEAAAAA%3Ag-pxPMtkcleTYDUNK3mYGfpEzKRyc2LqQknTgFFB7dkYFDL8rDe2s0f4_0Q0oKjXD4_AEgFPGWolVTQ View in LinkedIn
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linkedin post 2021-05-19 06:01:17

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LOWEST ENERGY THRESHOLD. “Not surprisingly, the neural network in the above critical state can respond – with maximal precision – to an arbitrarily soft input stimuli.” https://onlinelibrary.wiley.com/doi/full/10.1002/prop.201800007?casa_token=GdPRXs_tGLEAAAAA%3Ag-pxPMtkcleTYDUNK3mYGfpEzKRyc2LqQknTgFFB7dkYFDL8rDe2s0f4_0Q0oKjXD4_AEgFPGWolVTQ View in LinkedIn
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linkedin post 2021-05-19 06:00:57

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THE EXCITED NEURON. “The storage of information in such neurons is very costly in energy. Because of this reason, they shall not be counted in the estimate of the memory storage capacity of the system.” https://onlinelibrary.wiley.com/doi/full/10.1002/prop.201800007?casa_token=GdPRXs_tGLEAAAAA%3Ag-pxPMtkcleTYDUNK3mYGfpEzKRyc2LqQknTgFFB7dkYFDL8rDe2s0f4_0Q0oKjXD4_AEgFPGWolVTQ View in LinkedIn
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linkedin post 2021-05-19 06:21:08

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OUTER FRINGE. “The key is the phenomenon of criticality that takes place in systems with gravity‐like synaptic connections among the bosonic degrees of freedom that can be in highly excited (highly occupied) states. In such states many gapless modes emerge.” https://onlinelibrary.wiley.com/doi/full/10.1002/prop.201800007?casa_token=GdPRXs_tGLEAAAAA%3Ag-pxPMtkcleTYDUNK3mYGfpEzKRyc2LqQknTgFFB7dkYFDL8rDe2s0f4_0Q0oKjXD4_AEgFPGWolVTQ View in LinkedIn
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