Amirhossein Esmaili

According to our database, Amirhossein Esmaili authored at least 11 papers between 2019 and 2023.

Collaborative distances:

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

2023

Brain Tumor Detection using Convolutional Neural Networks with Skip Connections.

Aupam Hamran, Marzieh Vaeztourshizi, Amirhossein Esmaili, Massoud Pedram

CoRR, 2023

Algorithms and Hardware for Efficient Processing of Logic-based Neural Networks.

Jingkai Hong, Arash Fayyazi, Amirhossein Esmaili, Mahdi Nazemi, Massoud Pedram

Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

2022

Sparse Periodic Systolic Dataflow for Lowering Latency and Power Dissipation of Convolutional Neural Network Accelerators.

Jung Hwan Heo, Arash Fayyazi, Amirhossein Esmaili, Massoud Pedram

Proceedings of the ISLPED '22: ACM/IEEE International Symposium on Low Power Electronics and Design, Boston, MA, USA, August 1, 2022

2021

NullaNet Tiny: Ultra-low-latency DNN Inference Through Fixed-function Combinational Logic.

Mahdi Nazemi, Arash Fayyazi, Amirhossein Esmaili, Atharva Khare, Soheil Nazar Shahsavani, Massoud Pedram

Proceedings of the 29th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2021

2020

Energy-aware Scheduling of Task Graphs with Imprecise Computations and End-to-end Deadlines.

Amirhossein Esmaili, Mahdi Nazemi, Massoud Pedram

ACM Trans. Design Autom. Electr. Syst., 2020

Energy-aware Scheduling of Jobs in Heterogeneous Cluster Systems Using Deep Reinforcement Learning.

Amirhossein Esmaili, Massoud Pedram

Proceedings of the 21st International Symposium on Quality Electronic Design, 2020

HIPE-MAGIC: a technology-aware synthesis and mapping flow for highly parallel execution of memristor-aided LoGIC.

Arash Fayyazi, Amirhossein Esmaili, Massoud Pedram

Proceedings of the ISLPED '20: ACM/IEEE International Symposium on Low Power Electronics and Design, 2020

SynergicLearning: Neural Network-Based Feature Extraction for Highly-Accurate Hyperdimensional Learning.

Mahdi Nazemi, Amirhossein Esmaili, Arash Fayyazi, Massoud Pedram

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

2019

Towards Collaborative Intelligence Friendly Architectures for Deep Learning.

Amir Erfan Eshratifar, Amirhossein Esmaili, Massoud Pedram

Proceedings of the 20th International Symposium on Quality Electronic Design, 2019

BottleNet: A Deep Learning Architecture for Intelligent Mobile Cloud Computing Services.

Amir Erfan Eshratifar, Amirhossein Esmaili, Massoud Pedram

Proceedings of the 2019 IEEE/ACM International Symposium on Low Power Electronics and Design, 2019

Modeling processor idle times in MPSoC platforms to enable integrated DPM, DVFS, and task scheduling subject to a hard deadline.

Amirhossein Esmaili, Mahdi Nazemi, Massoud Pedram

Proceedings of the 24th Asia and South Pacific Design Automation Conference, 2019