nullif🇲🇻

I'm Software Developer replacing me. #oracle #infomatica #bigdata #python #machinelearning #ai #RT

[Iranian Force @MrImranPk]

Retweet if you Stand with "Iran"

[Indu Tripathi @InduTripat82427]

Learn Coding by playing games 🎮

1. Kubernetes
https://t.co/cez6W0G0rm

2. DevOps
https://t.co/ch8hAGdpbC

3. Linux
https://t.co/SziVZ5NP1T

4. Git
https://t.co/gCLaJDTB24

5. Python
https://t.co/czTmdLCVXB

6. CSS & HTML
https://t.co/HB0LO6y977

7. Cybersecurity
Show more

[echo.hive @hive_echo]

Spiking Neural Network from scratch achieves 8% accuracy. no backpropagation or SGD

I created a genetic hyper parameter optimizer and it now, on average, can get 8% accuracy which is ~3% above chance

Link to source code with a detailed video and markdown explanations in comment

it also usually starts lower than 5% and slowly improves then eventually can start dipping below 5%, all of which leads me to believe there is glimmers of learning taking place. sometims it is stabel around 7-8-9% for a long time

there is no backpropagation or SGD. it learns via STDP (spike timing dependent plasticity) and a reward mechanism

each example is presented n many times (500 in this case) which produces spike train which leads to eligibility list, at the end of a turn based on if the answer was correct or not we adjust the weights using the reward as a multiplier

spike timing keeps track of the sequence of neuron firings and which ones were more likely to have lead to the correct answer

let me know what you think

[Dr Singularity @Dr_Singularity]

Some people say nanotechnology is not achievable. But it already exists - biology is nanotechnology.

The bacterial flagellar motor is a perfect example. It’s a biological nanomachine, only a few dozen nanometers across, built from precisely arranged proteins that form a rotary engine.

It can spin at up to 100,000 revolutions per minute, powered by ion gradients across the bacterial membrane, just like an electric motor powered by voltage.

It even has equivalents of a rotor, stator, bearing, and drive shaft, all self assembled from molecular components.

With the help of AI, we’ll reach that level soon.

[nullif🇲🇻 @nullif]

@yousef_ki1 .

[RPCS3 @rpcs3]

Whatcookie made another video that explains exactly how some recent optimizations work at a technical level.

This video covers some optimizations made in February and March of this year:

https://t.co/fzughZ3OZS

[nullif🇲🇻 @nullif]

@China_Amb_Mdv Yes many times. And discuss with friends what to you see

[Sheza @Shezamohamed]

Loving the green roads of K. Guraidhoo

[Jackson Hinkle 🇺🇸 @jacksonhinkle]

This is the only two state solution I believe in.

[nullif🇲🇻 @nullif]

@davepl1968 For loop end ";"

[nullif🇲🇻 @nullif]

@NVIDIAGeForce #HalfLife2RTX

[nullif🇲🇻 @nullif]

@NVIDIAGeForce was a of NVidia from the beginning. but my first GPU was a riva tnt2

[NVIDIA GeForce @NVIDIAGeForce]

GeForce 256 Era Inspired PC GIVEAWAY: FEEL the POWER & get ready to WIN 1 of 3 GeForce Garage Retro Builds! 💾

These rad sleeper rigs feature the GeForce RTX 4080 SUPER & are built to play PC gaming classics of past & present.

Like + Comment #GeForceDay for your chance to WIN!

[Syrian Girl @Partisangirl]

Foreign doctors in Gaza have published the X-Rays of the children that Israeli snipers deliberately shot in the head and neck with 5.56 rounds used by IDF terrorists.

The following is a thread on Israeli snipers deliberately shooting at civilians, a history.

[Syrian Girl @Partisangirl]

The Zionist terrorist didn’t target Hezbollah members. They targeted everyone with a pager including doctors and nurses, killing a child. This is a nation wide terrorist attack.

[Edward Snowden @Snowden]

What Israel has just done is, via *any* method, reckless. They blew up countless numbers of people who were driving (meaning cars out of control), shopping (your children are in the stroller standing behind him in the checkout line), et cetera. Indistinguishable from terrorism.

[LogKa @LogKa11]

Mossad implanted explosives into the pagers during the production process. This was done with cooperation with the manufacturers.

Western tech companies cannot be trusted. That’s why Hamas use Chinese hardware and software.

British MI6 agents admit that it was near-impossible to track Hamas as Huawei and other Chinese tech companies don’t allow backdoor access into their firmwares.

[Crazy Moments @Crazymoments01]

@historyinmemes The only way to do great work is to love what you do. —Steve Jobs

[Casual Geopolitics @Casualgeopol]

This is life under Israeli øccupation.

A life they’re told to just accept.

If it makes you mad you’re an antisemite.
https://t.co/Xb5qGC0LxN

[nullif🇲🇻 @nullif]

@nzaman It's not going to happen