Year: 2022

Jumping genes causing variegated colors. View in LinkedIn

WHEN PHYSICISTS TACKLE BIOLOGY unique thinking unfolds. The following remarkable paper is in the theme of Cabbages and Kings. Never before has theoretical astrophysics of black holes been applied to neural networks in this manner. Biology desperately needs physicists to give it a massive jolt such as the thinking in this extraordinary essay by a highly decorated physicist. Be prepared to be uncomfortable! https://onlinelibrary.wiley.com/doi/full/10.1002/prop.201800007?casa_token=GdPRXs_tGLEAAAAA%3Ag-pxPMtkcleTYDUNK3mYGfpEzKRyc2LqQknTgFFB7dkYFDL8rDe2s0f4_0Q0oKjXD4_AEgFPGWolVTQ View in LinkedIn

THE AUTHOR. “Professor Georgi Dvali is the internationally most renowned physicist in the interdisciplinary field of astroparticle physics. His work is equally stimulating for mathematical and theoretical physicists in the disciplines of string theory, elementary particle physics as well as cosmology and astrophysics.” https://lnkd.in/dsQsV48 View in LinkedIn

PHYSICS PLUS BIOLOGY. “The idea is that by allowing the excitatory synaptic connections among the set of neurons to be gravity‐like – in the sense of a negative interaction energy – the network gives rise to a critical state with an exponentially enhanced memory storage capacity.” https://onlinelibrary.wiley.com/doi/full/10.1002/prop.201800007?casa_token=GdPRXs_tGLEAAAAA%3Ag-pxPMtkcleTYDUNK3mYGfpEzKRyc2LqQknTgFFB7dkYFDL8rDe2s0f4_0Q0oKjXD4_AEgFPGWolVTQ View in LinkedIn

ENHANCED INFORMATION STORAGE. “This state is achieved due to the following effect. A high excitation level of some neurons – due to their negative synaptic connections with others – lowers to zero the excitation threshold energies for the latter neurons, thereby making is possible to store an exponentially large number of patterns within an infinitesimally narrow energy gap. Moreover, the patterns stored in such states can be redialed under an influence of arbitrarily soft external stimuli.” https://lnkd.in/gdGJbxD View in LinkedIn

IMPACT OF GRAVITY. “The general message is that for gravity‐like synaptic connections in a quantum neural network the information storage mechanisms can become potentially richer than in more conventional approaches.” https://onlinelibrary.wiley.com/doi/full/10.1002/prop.201800007?casa_token=GdPRXs_tGLEAAAAA%3Ag-pxPMtkcleTYDUNK3mYGfpEzKRyc2LqQknTgFFB7dkYFDL8rDe2s0f4_0Q0oKjXD4_AEgFPGWolVTQ View in LinkedIn

DIGITAL LOGIC GATES. “We created soft, mechanical metamaterials with flexible, conductive polymer networks that can compute all digital logic computations.” https://lnkd.in/dFqRRmn View in LinkedIn

A representation of energy fields interacting with the underling invisible grid that the universe is pegged onto. View in LinkedIn

GAPLESS NEURONS. “Instead of storing patterns in the local minima of the energy function, as, for example, in usual treatments of the Hopfield model, the enhanced memory points can be identified among the highly excited critical states, where set of neurons becomes gapless.” https://onlinelibrary.wiley.com/doi/full/10.1002/prop.201800007?casa_token=GdPRXs_tGLEAAAAA%3Ag-pxPMtkcleTYDUNK3mYGfpEzKRyc2LqQknTgFFB7dkYFDL8rDe2s0f4_0Q0oKjXD4_AEgFPGWolVTQ View in LinkedIn