Evaluating the performance of sigmoid quantum perceptrons in quantum neural networks

Autor: Wilkinson, Samuel A, Hartmann, Michael J

Quantum neural networks (QNN) have been proposed as a promising architecture for quantum machine learning. There exist a number of different quantum circuit designs being branded as QNNs, however no clear candidate has presented itself as more suitab

Externí odkaz: http://arxiv.org/abs/2208.06198

Direct implementation of a perceptron in superconducting circuit quantum hardware

Autor: Pechal, Marek, Roy, Federico, Wilkinson, Samuel A., Salis, Gian, Werninghaus, Max, Hartmann, Michael J., Filipp, Stefan

Publikováno v: Phys. Rev. Research 4, 033190 (2022)

The utility of classical neural networks as universal approximators suggests that their quantum analogues could play an important role in quantum generalizations of machine-learning methods. Inspired by the proposal in [Torrontegui and Garc\'ia-Ripol

Externí odkaz: http://arxiv.org/abs/2111.12669

Optimal hepatitis C treatment adherence patterns and sustained virologic response among people who inject drugs: The HERO study

Autor: Litwin, Alain H., Heo, Moonseong, Pericot-Valverde, Irene, Walker, Hagan, Coleman, Ashley, Mehta, Shruti H., Borsuk, Courtney, Dickerson, Brian, Falade-Nwulia, Oluwaseun, Fingerhood, Michael, Haselhuhn, Taryn, Mason, Angela, Moon, Juhi, Olsen, Yngvild, Walters, Vickie, Kim, Arthur Y., Roche, Jillian M., Schmitt, William, Lijewski, Virginia, Pitts, Anita, Raji, Syeda, Silva, Taniya, Evans, Fiona, Koene, Hope, Brown, Joelle, Norton, Brianna, Agyemang, Linda, Arnsten, Julia, Karasz, Alison, Meissner, Paul, Lora, Kiara, Hidalgo, Jennifer, Soloway, Irene, Jefferson, Karen, Wong, Joyce, Kermack, Andrea, Stein, Melissa, Joseph, Gilian, London, Karyn, Allen, Lincoln, Marte, Venecia, Vera, Tatiana, Alvarez, Romy, Mckee, M. Diane, Lum, Paula J., Stein, Ellen S., Luetkemeyer, Anne F., Cullen, Caycee, Gill, Gurjot, Tierney, Hannah, Shapiro, Scott, Azari, Soraya, Eveland, Joanna, Berrner, Daniel, Grey, Pauli, Akerley, Jordan, Page, Kimberly, Wagner, Katherine, Davis, Herbert, Murray-Krezan, Cristina, Jacobsohn, Vanessa, Anderson, Jessica, Taylor, Lynn E., Tashima, Karen, Sprecht-Walsh, Sophie, Thomas, Aurielle, Hordes, Melissa, McGregor, Danielle, Duryea, Patrick, Weenig, Kathryn, Tsui, Judith I., Blalock, Kendra L., Kim, Hyang Nina, Ramchandani, Meena S., James, Jocelyn R., Peavy, K. Michelle, Grekin, Paul, Ninburg, Michael, Feinberg, Judith, Wilkinson, Samuel, Thomas, Danielle, Kelley, Lacey, Calkins, Andrea, Henry, Gabrielle, Ashler, Alice, Teshale, Eyasu, Seiguer, Sebastian, Brown, Lauren, Rios, Katrina, Spellman, James, Raymond, Daniel, Beane, Susan, Marks, Ronni, Swan, Tracy, Walworth, Chuck, Lie, Yolanda, Reeves, Jackie, Ginter, Walter P., Devin, Jules, Clary, Ryan, Broder, Tina, Davila, Bekeela, Johnson, Nirah, Khatun, Umaima, Flanigan, Colleen, Ahmed, Ray, Polluck, Bob, Mastrianni, Serene, Morton, James, Baldwin, Emily, Pesano, Rick, Fotinos, Charissa, Fish, Douglas, Becker, James, Ward, John W., Parrino, Mark, Maxwell, Carleen, Norton, Brianna L., Arnsten, Julia H.

Publikováno v: In Journal of Hepatology May 2024 80(5):702-713

Psychedelic renaissance: Revitalized potential therapies for psychiatric disorders

Autor: Rhee, Taeho Greg, Davoudian, Pasha A., Sanacora, Gerard, Wilkinson, Samuel T.

Publikováno v: In Drug Discovery Today December 2023 28(12)

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