Gamze Islamoglu

According to our database, Gamze Islamoglu authored at least 11 papers between 2019 and 2025.

Collaborative distances:

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

2025

Toward Attention-Based TinyML: A Heterogeneous Accelerated Architecture and Automated Deployment Flow.

Philip Wiese, Gamze Islamoglu, Moritz Scherer, Luka Macan, Victor Jean-Baptiste Jung, Alessio Burrello, Francesco Conti, Luca Benini

IEEE Des. Test, October, 2025

FlatAttention: Dataflow and Fabric Collectives Co-Optimization for Efficient Multi-Head Attention on Tile-Based Many-PE Accelerators.

Chi Zhang, Luca Colagrande, Renzo Andri, Thomas Benz, Gamze Islamoglu, Alessandro Nadalini, Francesco Conti, Yawei Li, Luca Benini

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2025

PACE: An Optimal Piecewise Polynomial Approximation Unit for Flexible and Efficient Transformer Non-linearity Acceleration.

Arpan Suravi Prasad, Gamze Islamoglu, Luca Bertaccini, Davide Rossi, Francesco Conti, Luca Benini

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2025

Multi-Mode Borderguard Controllers for Efficient On-Chip Communication in Heterogeneous Digital/Analog Neural Processing Units.

Hong Pang, Carmine Cappetta, Riccardo Massa, Athanasios Vasilopoulos, Elena Ferro, Gamze Islamoglu, Angelo Garofalo, Francesco Conti, Luca Benini, Irem Boybat, Thomas Boesch

Proceedings of the Design, Automation & Test in Europe Conference, 2025

MXDOTP: A RISC-V ISA Extension for Enabling Microscaling (MX) Floating-Point Dot Products.

Gamze Islamoglu, Luca Bertaccini, Arpan Suravi Prasad, Francesco Conti, Angelo Garofalo, Luca Benini

Proceedings of the 36th IEEE International Conference on Application-specific Systems, 2025

VEXP: A Low-Cost RISC-V ISA Extension for Accelerated Softmax Computation in Transformers.

Run Wang, Gamze Islamoglu, Andrea Belano, Viviane Potocnik, Francesco Conti, Angelo Garofalo, Luca Benini

Proceedings of the IEEE 32nd Symposium on Computer Arithmetic, 2025

2023

ITA: An Energy-Efficient Attention and Softmax Accelerator for Quantized Transformers.

Gamze Islamoglu, Moritz Scherer, Gianna Paulin, Tim Fischer, Victor J. B. Jung, Angelo Garofalo, Luca Benini

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2023

2022

Survey, Analysis and Comparison of Radar Technologies for Embedded Vital Sign Monitoring.

Marco Giordano, Gamze Islamoglu, Viviane Potocnik, Christian Vogt, Michele Magno

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

2021

Deep learning aided efficient yield analysis for multi-objective analog integrated circuit synthesis.

Gamze Islamoglu, Tugberk Ogulcan Çakici, Seyda Nur Güzelhan, Engin Afacan, Günhan Dündar

Integr., 2021

2020

Improving POF Quality in Multi Objective Optimization of Analog ICs via Deep Learning.

Tugberk Ogulcan Çakici, Gamze Islamoglu, Seyda Nur Güzelhan, Engin Afacan, Günhan Dündar

Proceedings of the European Conference on Circuit Theory and Design, 2020

2019

Artificial Neural Network Assisted Analog IC Sizing Tool.

Gamze Islamoglu, Tugberk Ogulcan Çakici, Engin Afacan, Günhan Dündar

Proceedings of the 16th International Conference on Synthesis, 2019