Alejandro Hernández-Cano

According to our database, Alejandro Hernández-Cano authored at least 8 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Towards Fully FP8 GEMM LLM Training at Scale.

Alejandro Hernández-Cano, Dhia Garbaya, Imanol Schlag, Martin Jaggi

CoRR, May, 2025

2024

Hyperdimensional computing with holographic and adaptive encoder.

Alejandro Hernández-Cano, Yang Ni, Zhuowen Zou, Ali Zakeri, Mohsen Imani

Frontiers Artif. Intell., 2024

Dynamic MAC Protocol for Wireless Spectrum Sharing via Hyperdimensional Self-Learning.

Yang Ni, Danny Abraham, Mariam Issa, Alejandro Hernández-Cano, Mahdi Imani, Pietro Mercati, Mohsen Imani

IEEE Access, 2024

2023

MEDITRON-70B: Scaling Medical Pretraining for Large Language Models.

Zeming Chen, Alejandro Hernández-Cano, Angelika Romanou, Antoine Bonnet, Kyle Matoba, Francesco Salvi, Matteo Pagliardini, Simin Fan, Andreas Köpf, Amirkeivan Mohtashami, Alexandre Sallinen, Alireza Sakhaeirad, Vinitra Swamy, Igor Krawczuk, Deniz Bayazit, Axel Marmet, Syrielle Montariol, Mary-Anne Hartley, Martin Jaggi, Antoine Bosselut

CoRR, 2023

2021

Real-Time and Robust Hyperdimensional Classification.

Alejandro Hernández-Cano, Cheng Zhuo, Xunzhao Yin, Mohsen Imani

Proceedings of the GLSVLSI '21: Great Lakes Symposium on VLSI 2021, 2021

A Framework for Efficient and Binary Clustering in High-Dimensional Space.

Alejandro Hernández-Cano, Yeseong Kim, Mohsen Imani

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

RegHD: Robust and Efficient Regression in Hyper-Dimensional Learning System.

Alejandro Hernández-Cano, Cheng Zhuo, Xunzhao Yin, Mohsen Imani

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

PRID: Model Inversion Privacy Attacks in Hyperdimensional Learning Systems.

Alejandro Hernández-Cano, Rosario Cammarota, Mohsen Imani

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021