Mohammad Ghasemzadeh

According to our database, Mohammad Ghasemzadeh authored at least 7 papers between 2017 and 2018.

Collaborative distances:

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

2018

Automated Customization of ML inference on FPGAs.

Mohammad Ghasemzadeh

PhD thesis, 2018

AgileNet: Lightweight Dictionary-based Few-shot Learning.

Mohammad Ghasemzadeh, Fang Lin, Bita Darvish Rouhani, Farinaz Koushanfar, Ke Huang

CoRR, 2018

CausaLearn: Automated Framework for Scalable Streaming-based Causal Bayesian Learning using FPGAs.

Bita Darvish Rouhani, Mohammad Ghasemzadeh, Farinaz Koushanfar

Proceedings of the 2018 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2018

ReBNet: Residual Binarized Neural Network.

Mohammad Ghasemzadeh, Mohammad Samragh, Farinaz Koushanfar

Proceedings of the 26th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2018

MAXelerator: FPGA accelerator for privacy preserving multiply-accumulate (MAC) on cloud servers.

Siam U. Hussain, Bita Darvish Rouhani, Mohammad Ghasemzadeh, Farinaz Koushanfar

Proceedings of the 55th Annual Design Automation Conference, 2018

2017

ResBinNet: Residual Binary Neural Network.

Mohammad Ghasemzadeh, Mohammad Samragh, Farinaz Koushanfar

CoRR, 2017

Customizing Neural Networks for Efficient FPGA Implementation.

Mohammad Samragh, Mohammad Ghasemzadeh, Farinaz Koushanfar

Proceedings of the 25th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2017