tequila VS beso

Which of the Quantum circuit simulator back ends supported by tequila are accelerateable with CUDA quantum?

src/tequila/simulators: https://github.com/tequilahub/tequila/tree/master/src/tequil...

> Once you stop caring about the brain and neurons and you find out that almost every cell in the body has gap junctions and voltage-gated ion channels which for all intents and purposes implement boolean logic and act as transistors for cell-to-cell communication, biology appears less as something which has been overcome and more something towards which we must strive with our primitive technologies: for instance, we can only dream of designing rotary engines as small, powerful, and resilient as the ATP synthase protein [2].

But what of wave function(s); and quantum chemistry at the cellular level? https://github.com/tequilahub/tequila#quantumchemistry

Is emergent cognition more complex than boolean entropy, and are quantum primitives necessary to emulate apparently consistently emergent human cognition for whatever it's worth?

[Church-Turing-Deutsch, Deutsch's Constructor theory]

Is ATP the product of evolutionary algorithms like mutation and selection? Heat/Entropy/Pressure, Titration/Vibration/Oscillation, Time

From the article:

> The next step, Lechner said, “is to figure out how many, or how few, neurons we actually need to perform a given task.”

Notes regarding Representational drift* and remarkable resilience to noise in BNNs) from "The Fundamental Thermodynamic Cost of Communication: https://news.ycombinator.com/item?id=34770235

It's never just one neuron.

And furthermore, FWIU, human brains are not directed graphs of literally only binary relations.

In a human brain,

https://github.com/tequilahub/tequila/blob/master/src/tequil...

Pauli matrices > Quantum information: https://en.wikipedia.org/wiki/Pauli_matrices#Quantum_informa...

From Quantum_information#Quantum_information_processing https://en.wikipedia.org/wiki/Quantum_information#Quantum_in... :

> The state of a qubit contains all of its information. This state is frequently expressed as a vector on the Bloch sphere. This state can be changed by applying linear transformations or quantum gates to them. These unitary transformations are described as rotations on the Bloch Sphere. While classical gates correspond to the familiar operations of Boolean logic, quantum gates are physical unitary operators.

> Tequila is an Extensible Quantum Information and Learning Architecture where the main goal is to simplify and accelerate implementation of new ideas for quantum algorithms. It operates on abstract data structures allowing the formulation, combination, automatic differentiation and optimization of generalized objectives. Tequila can execute the underlying quantum expectation values on state of the art simulators as well as on real quantum devices.

https://github.com/tequilahub/tequila#quantum-backends

Quantum Backends currently supported by tequilahub/tequila: Qulacs, Qibo, Qiskit, Cirq, PyQuil, QLM, myQLM)

tequila-tutorials/Quantum_Calculator.ipynb https://github.com/tequilahub/tequila-tutorials/blob/main/Qu... :

> Welcome to the Tequila Calculator Tutorial. In this tutorial, you will learn how to create a quantum circuit that simulates addition using Tequila. We also compare the performance of various backends that Tequila uses.

a) have you heard of tequila? seems pretty similar

Jeanne Louise Calment lived 122 years and 164 days [1]. Doubling the lifespan, 240+ years, is most certainly not possible, not reasonable, using diets, exercises, and so forth: if it were, we would have already been there. Even if we could push the body using current technology, no one will want to live 100+ years (from age 70 to 160+) as an old person, being in pain constantly, fighting all kinds of cancers.

Therefore, the only way I can see a lifespan push, not only x2, but x10, or even x100 (10,000 years—once you get x3/x4, it probably scales trivially) is through 100% organ regeneration and 100% programmatic control over the morphospace. Broke an arm? Amputate the limb and grow another one back, your cells already did it before. Liver cancer? Regrow another liver. Heart issues? Make another heart. Spend all the years above 35 as a perpetual 35 year old, eventually in the bodyshape of Chris Hemsworth/Margot Robbie (to keep the examples in Australia). This scientific fancy is somehow grounded in the mind-enlarging perspectives coming from Dr. Michael Levin's lab [2]. Personally, I believe enough in their thesis, programmatic control over cells, that I started learning about their work, BETSE, Bio Electric Tissue Simulation Engine [3], and try to build on top a BioElectric Simulation Orchestrator, BESO [4]. Most probably, however, we won't see 100% human organ regeneration in our regular lifetimes, but never say never.

[1] https://en.wikipedia.org/wiki/Jeanne_Calment

[2] Speaking with Cells: the Electrical Future of Regenerative Medicine with Dr. Michael Levin https://www.youtube.com/watch?v=RzGaakopAKU

[3] https://github.com/betsee/betse

[4] https://github.com/daysful/beso