Martin Foltin

FPGA Demonstrator of a Programmable Ultra-Efficient Memristor-Based Machine Learning Inference Accelerator

John Paul Strachan, Craig Warner, Sai Rahul Chalamalasetti, 2019, 2019 IEEE International Conference on Rebooting Computing (ICRC).

PANTHER: A Programmable Architecture for Neural Network Training Harnessing Energy-Efficient ReRAM

Kaushik Roy, John Paul Strachan, Matthew Marinella, 2019, IEEE Transactions on Computers.

Power-efficient combinatorial optimization using intrinsic noise in memristor Hopfield neural networks

Raymond Beausoleil, Shimeng Yu, John Paul Strachan, 2020, Nature Electronics.

Tree-based machine learning performed in-memory with memristive analog CAM

John Paul Strachan, Ruibin Mao, Giacomo Pedretti, 2021, Nature Communications.

Data-Aware Storage Tiering for Deep Learning

Paolo Faraboschi, Martin Foltin, Cong Xu, 2021, 2021 IEEE/ACM Sixth International Parallel Data Systems Workshop (PDSW).