ML - The way the world works - analyzing how things work

Thought vector

Weekly thoughts

Thoughts

User experience writing code with the machine

Forget, memory, hide or transfer cell gates of lstm

spiking networks the brain has very low power density and very low frequency. deep learning uses in-memory computing. spike-timing dependent plasticity timing between the spikes is how learning is taking place in the synapse. The synapse is connected to the pre-synaptic neuron and a post-synaptic neuron. The Input spikes from the pre-synaptic neuron and the post synaptic neuron affect the weights...

Quantum scientist have also shown that an array of Single electron Transistor - SETs create a form of neural network." SETs construct computers that use individual electrons to carry information. SET biggest problem is operating at room temperature. Quantum tunneling means the can "interact capacitively rather than by current flow throught the wires." "When their interactions result from the quant...

In Adiabatic QC, you evolve the system under a time-dependent Hamiltonian. Two constraints are your initial ground state and the Hamiltonian changes very slowly in time, so for all times your quantum state remains close to the ground

bay labs focuses on bringing ai to healthcare by studying medical imaging using deep learning. baylabs wants to increase the quality, value and access to medical imaging. medical image is used to detect health defects. baylabs asks how can we bring more imaging to more people. The us spends $100 billion annually on medical image. baylabs focuses on ultrasound for medical imaging. ultrasound is ver...

Thoughts

Quantum computing

Nlp generative computer code

Weekly thoughts

Recap of thoughts

veritone wants to change the world, to build something never built before. veritone wants to make an impact. veritone analyzed video and detected criminal behavior or criminals and help police capture them. veritone built a platform that processes three to four million hours of content every quarter. veritone team members ideas are welcome. may the best idea win. veritone help catalog giants video...

aibrain strives for human like intelligence. Cognitive reason for humans makes us want to learn about the world. People remember states or memories about the world. increased computing power of mobile phones have allow consumers to enjoy ai like siri. ai has been steadily evolving rather than revolutionary. ai has an enormous difficulty to understand human language. aibrain wants to deliver ai int...

cerebras creates a chip with over a trillion transistors. cerebras can run deep learning algorithms faster than other infrastructure. cerebras has 400,000 cores in a single chip.  The main chip is called cs-1. cs-1 has redundant cores for failover controlled by software. cs-1 has 18 gigabytes of memory and 9 pentabytes of memory bandwidth. Each processor has its own memory. cs1 has high speed comm...

deepset works to get more meaningful search results. Deepset uses transfer learning, language models, and question and answer to drive search results. Making sense of text data. deepset is an open source company. It uses natural language processing to answer questions using bert. MiniLM is a small version of BERT. deepset uses extractive questioning and answering where the answer must be part of t...

soul machine is trying to humanize ai called sam. sam simulates an ai brain reacting to noise, talking, and information. sam has facial expressions. sam can interact back with the user. Sam can remember the conversation. Sam uses the web cam too see the user. The facial gestures makes sam seem more human. Ai will help people interact better with things.   https://lnkd.in/gfYQiJf

Emteq - facial emotion recognition www.emteq.net. Emteq software and hardware measure muscle tensions in the face then send those signals to a deep learning network that receives the inputs and outputs facial expressions in an avatar.  eye tracking and blinking is also tracked. https://lnkd.in/g7X7Kht

imotion with nam nguyen used eye tracking in simulation, military, gaming, and automotive. imotion task sensor data and creates visualizations gaining understanding of muscle tensions. iMotion is capable to eye tracking and facial expression analysis. Additionally they can gather information from sensors like eeg, ecg, emg, and respiration. imotion does eye tracking in store, mobile, automotive, s...

How much should you borrow? None is the correct answer. If you don’t have money then don’t go to college. Save your money then go to college. If you yield to temptation and accept a loan then your loan payments once you graduate shouldn’t exceed 10% of your expected monthly gross. You will have 10 years to repay the student loan. If you earn $40,000 then your payback will be 4,000 a year (10%) or...

This is not financial armeggedon for you. Your not under reckoning judgment. Start fixing your financial problems.

Thoughts on electric trucks and deep learning networks

xcient is the worlds first heavey fuel cell truck being mass produced. Xcient is a 190 kw fuel cell system. In commericial use in Europe. Switzerland is receiving 10 xcient trucks per month. The fuel cell is a present day reality. For large semi haul, hydrogen is the only alternative above 34 tons. The goal is 1600 units by 2025. Hyundai has deployed 9000 fuel cell cars. Germany is creating a hydr...