Amirhossein Esmaili

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 21

Top Topics

Convolutional Neural Networks

Scheduling Algorithm

Highly Parallel

Top Venues

Publications

Jingkai Hong, Arash Fayyazi, Amirhossein Esmaili, Mahdi Nazemi, Massoud Pedram
Algorithms and Hardware for Efficient Processing of Logic-based Neural Networks. DAC (2023)
Jingkai Hong, Arash Fayyazi, Amirhossein Esmaili, Mahdi Nazemi, Massoud Pedram
Algorithms and Hardware for Efficient Processing of Logic-based Neural Networks. CoRR (2023)
Aupam Hamran, Marzieh Vaeztourshizi, Amirhossein Esmaili, Massoud Pedram
Brain Tumor Detection using Convolutional Neural Networks with Skip Connections. CoRR (2023)
Jung Hwan Heo, Arash Fayyazi, Amirhossein Esmaili, Massoud Pedram
Sparse Periodic Systolic Dataflow for Lowering Latency and Power Dissipation of Convolutional Neural Network Accelerators. CoRR (2022)
Jung Hwan Heo, Arash Fayyazi, Amirhossein Esmaili, Massoud Pedram
Sparse Periodic Systolic Dataflow for Lowering Latency and Power Dissipation of Convolutional Neural Network Accelerators. ISLPED (2022)
Mahdi Nazemi, Arash Fayyazi, Amirhossein Esmaili, Atharva Khare, Soheil Nazar Shahsavani, Massoud Pedram
NullaNet Tiny: Ultra-low-latency DNN Inference Through Fixed-function Combinational Logic. FCCM (2021)
Mahdi Nazemi, Arash Fayyazi, Amirhossein Esmaili, Atharva Khare, Soheil Nazar Shahsavani, Massoud Pedram
NullaNet Tiny: Ultra-low-latency DNN Inference Through Fixed-function Combinational Logic. CoRR (2021)
Arash Fayyazi, Amirhossein Esmaili, Massoud Pedram
HIPE-MAGIC: A Technology-Aware Synthesis and Mapping Flow for HIghly Parallel Execution of Memristor-Aided LoGIC. CoRR (2020)
Amirhossein Esmaili, Mahdi Nazemi, Massoud Pedram
Energy-aware Scheduling of Task Graphs with Imprecise Computations and End-to-end Deadlines. ACM Trans. Design Autom. Electr. Syst. 25 (1) (2020)
Arash Fayyazi, Amirhossein Esmaili, Massoud Pedram
HIPE-MAGIC: a technology-aware synthesis and mapping flow for highly parallel execution of memristor-aided LoGIC. ISLPED (2020)
Mahdi Nazemi, Amirhossein Esmaili, Arash Fayyazi, Massoud Pedram
SynergicLearning: Neural Network-Based Feature Extraction for Highly-Accurate Hyperdimensional Learning. ICCAD (2020)
Amirhossein Esmaili, Massoud Pedram
Energy-aware Scheduling of Jobs in Heterogeneous Cluster Systems Using Deep Reinforcement Learning. ISQED (2020)
Mahdi Nazemi, Amirhossein Esmaili, Arash Fayyazi, Massoud Pedram
SynergicLearning: Neural Network-Based Feature Extraction for Highly-Accurate Hyperdimensional Learning. CoRR (2020)
Amir Erfan Eshratifar, Amirhossein Esmaili, Massoud Pedram
Towards Collaborative Intelligence Friendly Architectures for Deep Learning. CoRR (2019)
Amir Erfan Eshratifar, Amirhossein Esmaili, Massoud Pedram
Towards Collaborative Intelligence Friendly Architectures for Deep Learning. ISQED (2019)
Amir Erfan Eshratifar, Amirhossein Esmaili, Massoud Pedram
BottleNet: A Deep Learning Architecture for Intelligent Mobile Cloud Computing Services. ISLPED (2019)
Amirhossein Esmaili, Mahdi Nazemi, Massoud Pedram
Energy-Aware Scheduling of Task Graphs with Imprecise Computations and End-to-End Deadlines. CoRR (2019)
Amirhossein Esmaili, Massoud Pedram
Energy-aware Scheduling of Jobs in Heterogeneous Cluster Systems Using Deep Reinforcement Learning. CoRR (2019)
Amirhossein Esmaili, Mahdi Nazemi, Massoud Pedram
Modeling processor idle times in MPSoC platforms to enable integrated DPM, DVFS, and task scheduling subject to a hard deadline. ASP-DAC (2019)
Amir Erfan Eshratifar, Amirhossein Esmaili, Massoud Pedram
BottleNet: A Deep Learning Architecture for Intelligent Mobile Cloud Computing Services. CoRR (2019)
Amirhossein Esmaili, Mahdi Nazemi, Massoud Pedram
Modeling Processor Idle Times in MPSoC Platforms to Enable Integrated DPM, DVFS, and Task Scheduling Subject to a Hard Deadline. CoRR (2018)