A computational model of behavioral adaptation to solve the credit assignment problem

no code implementations • 29 Nov 2023 • Roy E. Clymer, Sanjeev V. Namjoshi

The adaptive fitness of an organism in its ecological niche is highly reliant upon its ability to associate an environmental or internal stimulus with a behavior response through reinforcement.

Serverless Federated Learning with flwr-serverless

1 code implementation • 23 Oct 2023 • Sanjeev V. Namjoshi, Reese Green, Krishi Sharma, Zhangzhang Si

As deep learning continues to become more relevant in new and existing domains, it is vital to develop strategies like federated learning that can effectively train data from different sources, such as edge devices, without compromising security and privacy.

Federated Learning

A transformer-based deep learning approach for classifying brain metastases into primary organ sites using clinical whole brain MRI

1 code implementation • 7 Oct 2021 • Qing Lyu, Sanjeev V. Namjoshi, Emory McTyre, Umit Topaloglu, Richard Barcus, Michael D. Chan, Christina K. Cramer, Waldemar Debinski, Metin N. Gurcan, Glenn J. Lesser, Hui-Kuan Lin, Reginald F. Munden, Boris C. Pasche, Kiran Kumar Solingapuram Sai, Roy E. Strowd, Stephen B. Tatter, Kounosuke Watabe, Wei zhang, Ge Wang, Christopher T. Whitlow

Treatment decisions for brain metastatic disease rely on knowledge of the primary organ site, and currently made with biopsy and histology.

Tumor Segmentation