Amirhossein Esmaili

21 papers A* 1A 4Misc 1Journal 12Unranked 3

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