Maedeh Hemmat

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 9

Top Topics

Dynamic Reconfiguration

Nearest Neighbour

Training Algorithm

Top Venues

ACM Trans. Embed. Comput. Syst.

Publications

Maedeh Hemmat, Azadeh Davoodi, Yu Hen Hu
$\text{Edge}^{n}$ AI: Distributed Inference with Local Edge Devices and Minimal Latency. ASP-DAC (2022)
Maedeh Hemmat, Joshua San Miguel, Azadeh Davoodi
CAP'NN: A Class-aware Framework for Personalized Neural Network Inference. ACM Trans. Embed. Comput. Syst. 21 (5) (2022)
Maedeh Hemmat, Joshua San Miguel, Azadeh Davoodi
AirNN: A Featherweight Framework for Dynamic Input-Dependent Approximation of CNNs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 40 (10) (2021)
Maedeh Hemmat, Tejas Shah, Yuhua Chen, Joshua San Miguel
CRANIA: Unlocking Data and Value Reuse in Iterative Neural Network Architectures. ASP-DAC (2020)
Maedeh Hemmat, Joshua San Miguel, Azadeh Davoodi
CAP'NN: Class-Aware Personalized Neural Network Inference. DAC (2020)
Maedeh Hemmat, Azadeh Davoodi
Power-efficient ReRAM-aware CNN model generation. Integr. 69 (2019)
Maedeh Hemmat, Azadeh Davoodi
Dynamic Reconfiguration of CNNs for Input-Dependent Approximation. ISQED (2019)
Maedeh Hemmat, Azadeh Davoodi
Power-Efficient ReRAM-Aware CNN Model Generation. ICCD (2018)
Maedeh Hemmat, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram
Robust Hybrid TFET-MOSFET Circuits in Presence of Process Variations and Soft Errors. VLSI-SoC (Selected Papers) (2016)