# Resources for Quantum Computing Machine Learning ## Introductory Concepts #### Atom Structure * [A nice animation video about the basic atom structure](https://www.youtube.com/watch?v=g_IaVepNDT4). #### Photon Wave * [A nice animation video about the basic atom structure](https://www.youtube.com/watch?v=fwXQjRBLwsQ) * [A nice animation video about the basic photon](https://www.youtube.com/watch?v=KKr91v7yLcM). #### Electron Fluctuation or spin * [A nice animation video about the basic Electron Spin](https://www.youtube.com/watch?v=J3xLuZNKhlY). * [A nice animation video about the basic Electron Spin](https://www.youtube.com/watch?v=3k5IWlVdMbo). * [A nice animation video about the basic Electron Spin](https://www.youtube.com/watch?v=jvvkomcmyuo). #### States * [A nice animation video about the Quantum States](https://www.youtube.com/watch?v=sICXOwOwS4E). #### SuperPosition * [A nice animation video about the Quantum Superposition.](https://www.youtube.com/watch?v=hkmoZ8e5Qn0) #### SuperPosition specific for machine learning (Quantum Walks) * [A nice video about the Quantum Walks.](https://www.youtube.com/watch?v=86QsYPxoBow) #### Qubit * [A nice video about the Quantum Bits.](https://www.youtube.com/watch?v=zNzzGgr2mhk) * [A nice video about the Quantum Bits.](https://www.youtube.com/watch?v=F8U1d2Hqark&t=179s) #### Basic Gates in Quantum Computing * [A nice video about the Quantum Gates.](https://www.youtube.com/watch?v=2Qsh_w2kq9Y) #### Quantum Diode * [A nice video about the Quantum Diode.](https://www.youtube.com/watch?v=doyK1olswX4) #### Quantum Transistors * [Discussion about the Quantum Transistor.](https://www.quora.com/What-is-the-equivalent-of-the-transistor-in-a-quantum-computer) * [A nice video about quantum transistor.](https://www.youtube.com/watch?v=ZTxR2n2mvjc) #### Quantum Processor * [A nice video about quantum processor.](https://www.youtube.com/watch?v=CMdHDHEuOUE) #### Quantum Registery QRAM * [A paper explaining QRAM.](https://arxiv.org/pdf/0807.4994.pdf) #### Complex Numbers * [Series of explanation.](https://www.youtube.com/watch?v=T647CGsuOVU) #### Tensors * [Series of explanation.](https://www.youtube.com/watch?v=f5liqUk0ZTw) * [Quantum tensors basics.](https://www.youtube.com/watch?v=xzG6c96PsLs) #### Tensors Network * [Tensors Network Some ideas specifically for quantum algorithms.](https://www.youtube.com/watch?v=bD-CWgbsCeI&list=PLgKuh-lKre10UQnP7gBCFoKgq5KWIA7el) #### Quantum K-Means * [Applying Quantum Kmeans on Images](https://pdfs.semanticscholar.org/6d77/54d33958b4a41d57ec99558eb28ae88f9884.pdf). #### Quantum Fuzzy C-Means * [QFuzzy theory](https://pdfs.semanticscholar.org/6d77/54d33958b4a41d57ec99558eb28ae88f9884.pdf). #### Quantum Support Vector Machine * [Nice paper explanation.](https://arxiv.org/pdf/1307.0471.pdf) * [Nice Application of QSVM.](http://www.scirp.org/journal/PaperInformation.aspx?paperID=72542) #### Quantum Genetic Algorithm * [Very Beautiful Article.](https://www.hindawi.com/journals/mpe/2013/730749/) * [Very Beautiful Article.](https://arxiv.org/pdf/1202.2026.pdf) #### Quantum Hidden Morkov Models * [Very Beautiful Article.](https://arxiv.org/pdf/1503.08760.pdf) #### Quantum state classification with Bayesian methods * [Very Beautiful Article.](https://arxiv.org/pdf/1204.1550.pdf) * [Very Beautiful Article.](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4726808/) #### Quantum Ant Colony Optimization * [Very Beautiful Article.](http://ac.els-cdn.com/S2212667812001359/1-s2.0-S2212667812001359-main.pdf?_tid=42e0cd66-2f4a-11e7-920f-00000aacb361&acdnat=1493738345_8f536599e404c7588811ddd49c484688) #### Quantum Cellular Automata * [Very Beautiful Article.](https://arxiv.org/pdf/0808.0679.pdf) * [Very Beautiful Article.](http://ieee-hpec.org/2013/index_htm_files/7-Improved-Eigensolver-Baldwin-2867489.pdf) #### Quantum perceptrons * [Very Beautiful Article.](https://arxiv.org/pdf/quant-ph/0201144.pdf) * [Very Beautiful Article.](http://axon.cs.byu.edu/papers/ricks.nips03.pdf/) ------ ## TED Talks related to Quantum Computing 1. A beginner's guide to quantum computing: https://www.ted.com/talks/shohini_ghose_quantum_computing_explained_in_10_minutes#t-322340 2. What can Schrödinger's cat teach us about quantum mechanics? https://www.ted.com/talks/josh_samani_what_can_schrodinger_s_cat_teach_us_about_quantum_mechanics#t-323151 3. Schrödinger's cat: A thought experiment in quantum mechanics: https://www.ted.com/talks/chad_orzel_schrodinger_s_cat_a_thought_experiment_in_quantum_mechanics#t-263061 4. What is the Heisenberg Uncertainty Principle? https://www.ted.com/talks/chad_orzel_what_is_the_heisenberg_uncertainty_principle#t-259830 5. How quantum physics can make encryption stronger: https://www.ted.com/talks/vikram_sharma_how_quantum_physics_can_make_encryption_stronger#t-701357 6. How quantum biology might explain life's biggest questions: https://www.ted.com/talks/jim_al_khalili_how_quantum_biology_might_explain_life_s_biggest_questions#t-394875 7. Making sense of a visible quantum object: https://www.ted.com/talks/aaron_o_connell_making_sense_of_a_visible_quantum_object#t-9460 8. The future of supercomputers? A quantum chip colder than outer space: https://www.ted.com/talks/jerry_chow_the_future_of_supercomputers_a_quantum_chip_colder_than_outer_space#t-1807 9. What's the smallest thing in the universe? https://www.ted.com/talks/jonathan_butterworth_what_s_the_smallest_thing_in_the_universe#t-305865