User profiles for Charles Guan
 | Charles GuanPhD Candidate, Caltech Verified email at caltech.edu Cited by 22 |
Stability of motor representations after paralysis
Neural plasticity allows us to learn skills and incorporate new experiences. What happens
when our lived experiences fundamentally change, such as after a severe injury? To address …
when our lived experiences fundamentally change, such as after a severe injury? To address …
Decoding and geometry of ten finger movements in human posterior parietal cortex and motor cortex
Objective. Enable neural control of individual prosthetic fingers for participants with upper-limb
paralysis. Approach. Two tetraplegic participants were each implanted with a 96-channel …
paralysis. Approach. Two tetraplegic participants were each implanted with a 96-channel …
[HTML][HTML] Credit Risk Modeling Using Transfer Learning and Domain Adaptation
…, A Mahidadia, M Bain, C Guan, A Guan - Frontiers in Artificial …, 2022 - frontiersin.org
In the domain of credit risk assessment lenders may have limited or no data on the historical
lending outcomes of credit applicants. Typically this disproportionately affects Micro, Small, …
lending outcomes of credit applicants. Typically this disproportionately affects Micro, Small, …
Compositional coding of individual finger movements in human posterior parietal cortex and motor cortex enables ten-finger decoding
Objective Enable neural control of individual prosthetic fingers for participants with upper-limb
paralysis. Approach Two tetraplegic participants were each implanted with a 96-channel …
paralysis. Approach Two tetraplegic participants were each implanted with a 96-channel …
[HTML][HTML] Responsible credit risk assessment with machine learning and knowledge acquisition
C Guan, H Suryanto, A Mahidadia, M Bain… - Human-Centric …, 2023 - Springer
Making responsible lending decisions involves many factors. There is a growing amount of
research on machine learning applied to credit risk evaluation. This promises to enhance …
research on machine learning applied to credit risk evaluation. This promises to enhance …
Preserved motor representations after paralysis
Neural plasticity allows us to learn skills and incorporate new experiences. What happens
when our lived experiences fundamentally change, such as after a severe injury? To address …
when our lived experiences fundamentally change, such as after a severe injury? To address …
Transfer learning in credit risk
H Suryanto, C Guan, A Voumard… - Joint European Conference …, 2019 - Springer
In the credit risk domain, lenders frequently face situations where there is no, or limited
historical lending outcome data. This generally results in limited or unaffordable credit for some …
historical lending outcome data. This generally results in limited or unaffordable credit for some …
Early allopolyploid evolution in the post-Neolithic Brassica napus oilseed genome
…, P Bento, B Noel, K Labadie, A Alberti, M Charles… - science, 2014 - science.org
Oilseed rape (Brassica napus L.) was formed ~7500 years ago by hybridization between B.
rapa and B. oleracea, followed by chromosome doubling, a process known as allopolyploidy…
rapa and B. oleracea, followed by chromosome doubling, a process known as allopolyploidy…
[HTML][HTML] A compendium of genetic regulatory effects across pig tissues
The Farm Animal Genotype-Tissue Expression (FarmGTEx) project has been established to
develop a public resource of genetic regulatory variants in livestock, which is essential for …
develop a public resource of genetic regulatory variants in livestock, which is essential for …
Wirelessly operated bioelectronic sutures for the monitoring of deep surgical wounds
Monitoring surgical wounds post-operatively is necessary to prevent infection, dehiscence
and other complications. However, the monitoring of deep surgical sites is typically limited to …
and other complications. However, the monitoring of deep surgical sites is typically limited to …