Cristian Sestito

According to our database, Cristian Sestito authored at least 13 papers between 2020 and 2025.

Collaborative distances:

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

2025

TrIM, Triangular Input Movement Systolic Array for Convolutional Neural Networks: Architecture and Hardware Implementation.

Cristian Sestito, Shady Agwa, Themis Prodromakis

IEEE Trans. Circuits Syst. I Regul. Pap., May, 2025

3D-TrIM: A Memory-Efficient Spatial Computing Architecture for Convolution Workloads.

Cristian Sestito, Ahmed J. Abdelmaksoud, Shady Agwa, Themis Prodromakis

CoRR, February, 2025

L-Sort: On-Chip Spike Sorting With Efficient Median-of-Median Detection and Localization-Based Clustering.

Yuntao Han, Yihan Pan, Xiongfei Jiang, Cristian Sestito, Shady Agwa, Themis Prodromakis, Shiwei Wang

IEEE Open J. Circuits Syst., 2025

Live Demonstration: Hardware/Software Co-Design to Exploit RRAM Programmability for Emerging Edge Classification Using ArC TWO.

Cristian Sestito, Georgios Papandroulidakis, Patrick Foster, Spyros Stathopoulos, Shady Agwa, Themis Prodromakis

Proceedings of the IEEE International Symposium on Circuits and Systems, 2025

2024

TrIM: Triangular Input Movement Systolic Array for Convolutional Neural Networks - Part II: Architecture and Hardware Implementation.

Cristian Sestito, Shady Agwa, Themis Prodromakis

CoRR, 2024

TrIM: Triangular Input Movement Systolic Array for Convolutional Neural Networks - Part I: Dataflow and Analytical Modelling.

Cristian Sestito, Shady Agwa, Themis Prodromakis

CoRR, 2024

PyT-NeuroPack: A Hybrid PyTorch/Memristor-Crossbar Simulation Tool for Convolutional Neural Networks.

Cristian Sestito, Weijie Huang, Shady Agwa, Themis Prodromakis

Proceedings of the 22nd IEEE Interregional NEWCAS Conference, 2024

2023

FPGA Design of Transposed Convolutions for Deep Learning Using High-Level Synthesis.

Cristian Sestito, Stefania Perri, Robert J. Stewart

J. Signal Process. Syst., October, 2023

2022

Accuracy Evaluation of Transposed Convolution-Based Quantized Neural Networks.

Cristian Sestito, Stefania Perri, Robert J. Stewart

Proceedings of the International Joint Conference on Neural Networks, 2022

Design-Space Exploration of Quantized Transposed Convolutional Neural Networks for FPGA-based Systems-on-Chip.

Cristian Sestito, Stefania Perri, Robert J. Stewart

Proceedings of the IEEE Intl. Conf. on Dependable, 2022

2021

Design of Flexible Hardware Accelerators for Image Convolutions and Transposed Convolutions.

Cristian Sestito, Fanny Spagnolo, Stefania Perri

J. Imaging, 2021

2020

Efficient Deconvolution Architecture for Heterogeneous Systems-on-Chip.

Stefania Perri, Cristian Sestito, Fanny Spagnolo, Pasquale Corsonello

J. Imaging, 2020

An Efficient Convolution Engine based on the À-trous Spatial Pyramid Pooling.

Cristian Sestito, Fanny Spagnolo, Pasquale Corsonello, Stefania Perri

Proceedings of the 31st IEEE International Conference on Application-specific Systems, 2020