Zobrazeno 1 - 10
of 5 301
pro vyhledávání: '"Bybee A"'
Autor:
Kymn, Christopher J., Kleyko, Denis, Frady, E. Paxon, Bybee, Connor, Kanerva, Pentti, Sommer, Friedrich T., Olshausen, Bruno A.
We introduce Residue Hyperdimensional Computing, a computing framework that unifies residue number systems with an algebra defined over random, high-dimensional vectors. We show how residue numbers can be represented as high-dimensional vectors in a
Externí odkaz:
http://arxiv.org/abs/2311.04872
Autor:
Kleyko, Denis, Bybee, Connor, Huang, Ping-Chen, Kymn, Christopher J., Olshausen, Bruno A., Frady, E. Paxon, Sommer, Friedrich T.
Publikováno v:
Neural Computation, 2023
We investigate the task of retrieving information from compositional distributed representations formed by Hyperdimensional Computing/Vector Symbolic Architectures and present novel techniques which achieve new information rate bounds. First, we prov
Externí odkaz:
http://arxiv.org/abs/2305.16873
Autor:
Bybee, Leland
I introduce a survey of economic expectations formed by querying a large language model (LLM)'s expectations of various financial and macroeconomic variables based on a sample of news articles from the Wall Street Journal between 1984 and 2021. I fin
Externí odkaz:
http://arxiv.org/abs/2305.02823
Publikováno v:
Scientific Reports, Vol 14, Iss 1, Pp 1-9 (2024)
Abstract Estimating population changes of bats is important for their conservation. Population estimates of hibernating bats are often calculated by researchers entering hibernacula to count bats; however, the disturbance caused by these surveys can
Externí odkaz:
https://doaj.org/article/c5d352e462374e60bccfb0f25afa595b
Autor:
Bybee, Connor, Kleyko, Denis, Nikonov, Dmitri E., Khosrowshahi, Amir, Olshausen, Bruno A., Sommer, Friedrich T.
A prominent approach to solving combinatorial optimization problems on parallel hardware is Ising machines, i.e., hardware implementations of networks of interacting binary spin variables. Most Ising machines leverage second-order interactions althou
Externí odkaz:
http://arxiv.org/abs/2212.03426
Publikováno v:
PEC Innovation, Vol 4, Iss , Pp 100286- (2024)
Objective: Investigators should return study results to patients and families facing cancer to honor their research contributions. We created a found poem from transcripts of sexual and gender minority (SGM) couples facing cancer and returned it to s
Externí odkaz:
https://doaj.org/article/2915a512485e4f019340ef741bf64379
An open problem in neuroscience is to explain the functional role of oscillations in neural networks, contributing, for example, to perception, attention, and memory. Cross-frequency coupling (CFC) is associated with information integration across po
Externí odkaz:
http://arxiv.org/abs/2204.07163
Spiking Neural Networks (SNNs) have attracted the attention of the deep learning community for use in low-latency, low-power neuromorphic hardware, as well as models for understanding neuroscience. In this paper, we introduce Spiking Phasor Neural Ne
Externí odkaz:
http://arxiv.org/abs/2204.00507
Autor:
Kleyko, Denis, Bybee, Connor, Kymn, Christopher J., Olshausen, Bruno A., Khosrowshahi, Amir, Nikonov, Dmitri E., Sommer, Friedrich T., Frady, E. Paxon
Publikováno v:
NICE 2022: Neuro-Inspired Computational Elements Conference
In this paper, we present an approach to integer factorization using distributed representations formed with Vector Symbolic Architectures. The approach formulates integer factorization in a manner such that it can be solved using neural networks and
Externí odkaz:
http://arxiv.org/abs/2203.00920
Autor:
Bybee-Finley, K. Ann, Muller, Katherine, White, Kathryn E., Cavigelli, Michel A., Han, Eunjin, Schomberg, Harry H., Snapp, Sieglinde, Viens, Frederi, Correndo, Adrian A., Deiss, Leonardo, Fonteyne, Simon, Garcia y Garcia, Axel, Gaudin, Amélie C.M., Hooker, David C., Janovicek, Ken, Jin, Virginia, Johnson, Gregg, Karsten, Heather, Liebman, Matt, McDaniel, Marshall D., Sanford, Gregg, Schmer, Marty R., Strock, Jeffrey, Sykes, Virginia R., Verhulst, Nele, Wilke, Brook, Bowles, Timothy M.
Publikováno v:
In One Earth 20 September 2024 7(9):1638-1654