Gabriel Falcão

84 papers A* 3C 6Misc 15Journal 44Unranked 16

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An Experimental Exploration of In-Memory Computing for Multi-Layer Perceptrons. J. Signal Process. Syst. Pedro Carrinho, Hamid Moghadaspour, Oscar Ferraz, João Dinis Ferreira, Yann Falevoz, Vítor Silva, Gabriel Falcão
2025	J	`jnl`	A Systematic Mapping Study on Quantum and Quantum-inspired Algorithms in Operations Research. ACM Comput. Surv. Cláudio Gomes, João Paulo Fernandes, Gabriel Falcão, Soummya Kar, Sridhar Tayur
2025	J	`jnl`	An Experimental Exploration of In-Memory Computing for Multi-Layer Perceptrons. CoRR Pedro Carrinho, Hamid Moghadaspour, Oscar Ferraz, João Dinis Ferreira, Yann Falevoz, Vítor Silva, Gabriel Falcão
2025	J	`jnl`	Functional Validation of the RISC-V Unlimited Vector Extension. IEEE Embed. Syst. Lett. Ana Fernandes, Luís Crespo, Nuno Neves, Pedro Tomás, Nuno Roma, Gabriel Falcão
2025	—	`conf`	GPU-Accelerated Syndrome Decoding for Quantum LDPC Codes below the 63 μs Latency Threshold. IEEECONF Oscar Ferraz, Bruno C. Coutinho, Gabriel Falcão, Marco Gomes, Francisco A. Monteiro, Vítor Silva
2025	J	`jnl`	GPU-Accelerated Syndrome Decoding for Quantum LDPC Codes below the 63 μs Latency Threshold. CoRR Oscar Ferraz, Bruno C. Coutinho, Gabriel Falcão, Marco Gomes, Francisco A. Monteiro, Vítor Silva
2025	J	`jnl`	In-Memory Non-Binary LDPC Decoding. IEEE Access Oscar Ferraz, Vítor Silva, Gabriel Falcão
2025	J	`jnl`	In-Memory Non-Binary LDPC Decoding. CoRR Oscar Ferraz, Vítor Silva, Gabriel Falcão
2024	—	`conf`	In-Memory Bit Flipping LDPC Decoding. EUSIPCO Oscar Ferraz, Gabriel Falcão, Vítor Silva
2024	J	`jnl`	NDPmulator: Enabling Full-System Simulation for Near-Data Accelerators From Caches to DRAM. IEEE Access João Vieira, Nuno Roma, Gabriel Falcão, Pedro Tomás
2024	—	`conf`	Processing Multi-Layer Perceptrons In-Memory. SiPS Pedro Carrinho, Oscar Ferraz, João Dinis Ferreira, Yann Falevoz, Vítor Silva, Gabriel Falcão
2024	J	`jnl`	Special Issue on The Past, Present, and Future of Warehouse-Scale Computing. IEEE Micro John L. Hennessy, Christos Kozyrakis, Gabriel Falcão
2024	—	`conf`	Vehicle-to-Vehicle Charging: Model, Complexity, and Heuristics. SmartGridComm Cláudio Gomes, João Paulo Fernandes, Gabriel Falcão, Soummya Kar, Sridhar Tayur
2024	J	`jnl`	Vehicle-to-Vehicle Charging: Model, Complexity, and Heuristics. CoRR Cláudio Gomes, João Paulo Fernandes, Gabriel Falcão, Soummya Kar, Sridhar Tayur
2024	J	`jnl`	gem5-accel: A Pre-RTL Simulation Toolchain for Accelerator Architecture Validation. IEEE Comput. Archit. Lett. João Vieira, Nuno Roma, Gabriel Falcão, Pedro Tomás
2023	J	`jnl`	Enabling High-Level Design Strategies for High-Throughput and Low-Power NB-LDPC Decoders. IEEE Des. Test Srinivasan Subramaniyan, Oscar Ferraz, M. R. Ashuthosh, Santosh Krishna, Guohui Wang, Joseph R. Cavallaro, Vítor Silva, Gabriel Falcão, Madhura Purnaprajna
2023	J	`jnl`	Highly accurate and fast YOLOv4-based polyp detection. Expert Syst. Appl. Pedro Carrinho, Gabriel Falcão
2023	J	`jnl`	RedBit: An End-to-End Flexible Framework for Evaluating the Accuracy of Quantized CNNs. CoRR André Santos, João Dinis Ferreira, Onur Mutlu, Gabriel Falcão
2023	J	`jnl`	To PiM or Not to PiM. Commun. ACM Gabriel Falcão, João Dinis Ferreira
2023	Misc	`conf`	Unlocking the Potential of LDPC Decoders with PiM Acceleration. ACSSC Oscar Ferraz, Yann Falevoz, Vítor Silva, Gabriel Falcão
2022	J	`jnl`	A Survey on High-Throughput Non-Binary LDPC Decoders: ASIC, FPGA, and GPU Architectures. IEEE Commun. Surv. Tutorials Oscar Ferraz, Srinivasan Subramaniyan, Ramesh Chinthala, João Andrade, Joseph R. Cavallaro, Soumitra Kumar Nandy, Vítor Silva, Xinmiao Zhang, Madhura Purnaprajna, Gabriel Falcão
2022	J	`jnl`	An Empirical Study on the Use of Quantum Computing for Financial Portfolio Optimization. SN Comput. Sci. Cláudio Gomes, Gabriel Falcão, Luís Paquete, João Paulo Fernandes
2022	J	`jnl`	Compiling for Vector Extensions With Stream-Based Specialization. IEEE Micro Nuno Neves, Joao Mario Domingos, Nuno Roma, Pedro Tomás, Gabriel Falcão
2022	J	`jnl`	Guest Editorial: Special Issue on Advances in Signal Processing Systems. J. Signal Process. Syst. Gabriel Falcão, Joseph R. Cavallaro, Farhana Sheikh, Leonel Sousa
2022	J	`jnl`	Special Issue on Artificial Intelligence at the Edge. IEEE Micro Gabriel Falcão, Joseph R. Cavallaro
2022	J	`jnl`	To PiM or Not to PiM: The case for in-memory inferencing of quantized CNNs at the edge. ACM Queue Gabriel Falcão, João Dinis Ferreira
2022	J	`jnl`	Uncertainty Estimation via Monte Carlo Dropout in CNN-Based mmWave MIMO Localization. IEEE Signal Process. Lett. Mohammad Amin Maleki Sadr, Joao Gante, Benoît Champagne, Gabriel Falcão, Leonel Sousa
2022	C	`conf`	gem5-ndp: Near-Data Processing Architecture Simulation From Low Level Caches to DRAM. SBAC-PAD João Vieira, Nuno Roma, Gabriel Falcão, Pedro Tomás
2022	A*	`conf`	pLUTo: Enabling Massively Parallel Computation in DRAM via Lookup Tables. MICRO João Dinis Ferreira, Gabriel Falcão, Juan Gómez-Luna, Mohammed Alser, Lois Orosa, Mohammad Sadrosadati, Jeremie S. Kim, Geraldo F. Oliveira, Taha Shahroodi, Anant Nori, Onur Mutlu
2021	J	`jnl`	A Compute Cache System for Signal Processing Applications. J. Signal Process. Syst. João Vieira, Nuno Roma, Gabriel Falcão, Pedro Tomás
2021	—	`conf`	Benchmarking Vulkan vs OpenGL Rendering on Low-Power Edge GPUs. ICGI Oscar Ferraz, Paulo Menezes, Vítor Silva, Gabriel Falcão
2021	J	`jnl`	GPU-accelerated uncapacitated facility location and semi-dense SymStereo pipelines for piecewise-planar-based 3D reconstruction. J. Real Time Image Process. Carlos Graca, Carolina Raposo, João P. Barreto, Urbano Nunes, Gabriel Falcão
2021	J	`jnl`	Gbit/s Throughput Under 6.3-W Lossless Hyperspectral Image Compression on Parallel Embedded Devices. IEEE Embed. Syst. Lett. Oscar Ferraz, Gabriel Falcão, Vítor Silva
2021	J	`jnl`	Hyperspectral Parallel Image Compression on Edge GPUs. Remote. Sens. Oscar Ferraz, Vítor Silva, Gabriel Falcão
2021	—	`conf`	On the Performance of Link Space Communications using NB-LDPC Codes on Embedded Parallel Systems. ACSCC Oscar Ferraz, Vítor Silva, Gabriel Falcão
2021	J	`jnl`	PureMIC: A New Audio Dataset for the Classification of Musical Instruments based on Convolutional Neural Networks. J. Signal Process. Syst. Gonçalo Castel-Branco, Gabriel Falcão, Fernando Perdigão
2021	J	`jnl`	pLUTo: In-DRAM Lookup Tables to Enable Massively Parallel General-Purpose Computation. CoRR João Dinis Ferreira, Gabriel Falcão, Juan Gómez-Luna, Mohammed Alser, Lois Orosa, Mohammad Sadrosadati, Jeremie S. Kim, Geraldo F. Oliveira, Taha Shahroodi, Anant Nori, Onur Mutlu
2020	J	`jnl`	1.2 Watt Classification of 3D Voxel Based Point-clouds using a CNN on a Neural Compute Stick. Neurocomputing Xiaofan Xu, Sam Caulfield, Joao Amaro, Gabriel Falcão, David Moloney
2020	Misc	`conf`	1.5GBIT/S 4.9W Hyperspectral Image Encoders on a Low-Power Parallel Heterogeneous Processing Platform. ICASSP Oscar Ferraz, Vítor Silva, Gabriel Falcão
2020	J	`jnl`	Can 5G and Machine Learning Replace the Global Positioning System? ERCIM News João Gante, Gabriel Falcão, Leonel Sousa
2020	J	`jnl`	Deep Learning Architectures for Accurate Millimeter Wave Positioning in 5G. Neural Process. Lett. João Gante, Gabriel Falcão, Leonel Sousa
2020	J	`jnl`	Dethroning GPS: Low-Power Accurate 5G Positioning Systems Using Machine Learning. IEEE J. Emerg. Sel. Topics Circuits Syst. Joao Gante, Leonel Sousa, Gabriel Falcão
2020	Misc	`conf`	Enhancing the Labelling of Audio Samples for Automatic Instrument Classification Based on Neural Networks. ICASSP Gonçalo Castel-Branco, Gabriel Falcão, Fernando Perdigão
2020	Misc	`conf`	Gbit/s Non-Binary LDPC Decoders: High-Throughput using High-Level Specifications. FCCM Oscar Ferraz, Srinivasan Subramaniyan, Guohui Wang, Joseph R. Cavallaro, Gabriel Falcão, Madhura Purnaprajna
2020	J	`jnl`	Optimized Voronoi-based algorithms for parallel shortest vector computations. IACR Cryptol. ePrint Arch. Artur Mariano, Filipe Cabeleira, Gabriel Falcão, Luís Paulo Santos
2020	Misc	`conf`	Processing Convolutional Neural Networks on Cache. ICASSP João Vieira, Nuno Roma, Gabriel Falcão, Pedro Tomás
2020	—	`conf`	Pushing the Limits of Energy Efficiency for Non-Binary LDPC Decoders on GPUs and FPGAs. SiPS Srinivasan Subramaniyan, Oscar Ferraz, M. R. Ashuthosh, Santosh Krishna, Guohui Wang, Joseph R. Cavallaro, Vítor Silva, Gabriel Falcão, Madhura Purnaprajna
2019	Misc	`conf`	Enhancing Beamformed Fingerprint Outdoor Positioning with Hierarchical Convolutional Neural Networks. ICASSP João Gante, Gabriel Falcão, Leonel Sousa
2019	J	`jnl`	Heterogeneous Implementation of a Voronoi Cell-Based SVP Solver. IEEE Access Gabriel Falcão, Filipe Cabeleira, Artur Mariano, Luís Paulo Santos
2019	—	`conf`	Memory-Optimized Voronoi Cell-based Parallel Kernels for the Shortest Vector Problem on Lattices. EUSIPCO Filipe Cabeleira, Artur Mariano, Gabriel Falcão
2019	J	`jnl`	Parallel refinement of slanted 3D reconstruction using dense stereo induced from symmetry. J. Real Time Image Process. Ricardo Ralha, Gabriel Falcão, Joao Amaro, Vasco Mota, Michel Antunes, João P. Barreto, Urbano Nunes
2019	C	`conf`	Pragma-Oriented Parallelization of the Direct Sparse Odometry SLAM Algorithm. PDP Cesar Pereira, Gabriel Falcão, Luís A. Alexandre
2018	—	`conf`	Beamformed Fingerprint Learning for Accurate Millimeter Wave Positioning. VTC Fall Joao Gante, Gabriel Falcão, Leonel Sousa
2018	J	`jnl`	Beamformed Fingerprint Learning for Accurate Millimeter Wave Positioning. CoRR João Gante, Gabriel Falcão, Leonel Sousa
2018	Misc	`conf`	Data-Aided Fast Beamforming Selection for 5G. ICASSP João Gante, Gabriel Falcão, Leonel Sousa
2018	C	`conf`	Low-Effort Task Distribution of Stencil Computation on Heterogeneous Multi-GPUs: Simulating Graphene Superlattices. PDP Manuel Rodrigues, David E. D. Fernandes, Mario G. Silveirinha, Gabriel Falcão
2018	J	`jnl`	Simulating electron wave dynamics in graphene superlattices exploiting parallel processing advantages. Comput. Phys. Commun. Manuel Rodrigues, David E. D. Fernandes, Mario G. Silveirinha, Gabriel Falcão
2017	J	`jnl`	A Practical View of the State-of-the-Art of Lattice-Based Cryptanalysis. IEEE Access Artur Mariano, Thijs Laarhoven, Fábio Correia, Manuel Rodrigues, Gabriel Falcão
2017	—	`conf`	Classify 3D voxel based point-cloud using convolutional neural network on a neural compute stick. ICNC-FSKD Xiaofan Xu, Joao Amaro, Sam Caulfield, Gabriel Falcão, David Moloney
2017	—	`conf`	Convolutional neural network on neural compute stick for voxelized point-clouds classification. CISP-BMEI Xiaofan Xu, Joao Amaro, Sam Caulfield, Andrew Forembski, Gabriel Falcão, David Moloney
2017	J	`jnl`	Design Space Exploration of LDPC Decoders Using High-Level Synthesis. IEEE Access João Andrade, Nithin George, Kimon Karras, David Novo, Frederico Pratas, Leonel Sousa, Paolo Ienne, Gabriel Falcão, Vítor Silva
2017	J	`jnl`	Distributed learning of CNNs on heterogeneous CPU/GPU architectures. CoRR Jose Marques, Gabriel Falcão, Luís A. Alexandre
2017	C	`conf`	Energy-Efficient and Portable Least Squares Prediction for Image Coding on a Mobile GPU. PDP Pedro Cordeiro, Gabriel Falcão, Patrício Domingues, Nuno M. M. Rodrigues, Sérgio M. M. de Faria
2017	J	`jnl`	Hybrid multi-GPU computing: accelerated kernels for segmentation and object detection with medical image processing applications. J. Real Time Image Process. Carlos Graca, Gabriel Falcão, Isabel N. Figueiredo, Sunil Kumar
2017	C	`conf`	On the Evaluation of Energy-Efficient Deep Learning Using Stacked Autoencoders on Mobile GPUs. PDP Gabriel Falcão, Luís A. Alexandre, Jose Marques, Xavier Frazão, Joao Maria
2017	A*	`conf`	SCRATCH: an end-to-end application-aware soft-GPGPU architecture and trimming tool. MICRO Pedro Duarte, Pedro Tomás, Gabriel Falcão
2017	—	`conf`	Unreliable memory operation on a convolutional neural network processor. SiPS Jose Marques, João Andrade, Gabriel Falcão
2016	—	`conf`	High-Level Designs of Complex FIR Filters on FPGAs for the SKA. HPCC/SmartCity/DSS Haomiao Wang, Joao Gante, Ming Zhang, Gabriel Falcão, Leonel Sousa, Oliver Sinnen
2016	J	`jnl`	Mobile 4K / 2K / HD video streaming supported by real-time FEC raptorQ codes. IEEE Trans. Consumer Electron. Nuno Vicente, Vítor Silva, João Andrade, Gabriel Falcão
2016	—	`conf`	Optimized fast Walsh-Hadamard transform on OpenCL-GPU and OpenCL-CPU. IPTA Pedro M. M. Pereira, Patrício Domingues, Nuno M. M. Rodrigues, Sérgio M. M. de Faria, Gabriel Falcão
2016	C	`conf`	Optimizing GPU Code for CPU Execution Using OpenCL and Vectorization: A Case Study on Image Coding. ICA3PP Pedro M. M. Pereira, Patrício Domingues, Nuno M. M. Rodrigues, Gabriel Falcão, Sérgio M. M. de Faria
2016	J	`jnl`	Stacked Autoencoders Using Low-Power Accelerated Architectures for Object Recognition in Autonomous Systems. Neural Process. Lett. Joao Maria, Joao Amaro, Gabriel Falcão, Luís A. Alexandre
2015	Misc	`conf`	Accelerating and deceleratingmin-sum-based gear-shift LDPC decoders. ICASSP João Andrade, Gabriel Falcão, Vítor Manuel Mendes da Silva
2015	Misc	`conf`	Distributed dense stereo matching for 3D reconstruction using parallel-based processing advantages. ICASSP Ricardo Ralha, Gabriel Falcão, João Andrade, Michel Antunes, João Pedro Barreto, Urbano Nunes
2015	J	`jnl`	Enhancing Design Space Exploration by Extending CPU/GPU Specifications onto FPGAs. ACM Trans. Embed. Comput. Syst. Muhsen Owaida, Gabriel Falcão, João Andrade, Christos D. Antonopoulos, Nikolaos Bellas, Madhura Purnaprajna, David Novo, Georgios Karakonstantis, Andreas Burg, Paolo Ienne
2015	Misc	`conf`	The impact of faulty memory bit cells on the decoding of spatially-coupled LDPC codes. ACSSC Jiandong Mu, Aida Vosoughi, João Andrade, Alexios Balatsoukas-Stimming, Georgios Karakonstantis, Andreas Burg, Gabriel Falcão, Vítor Manuel Mendes da Silva, Joseph R. Cavallaro
2014	—	`conf`	Combining flexibility with low power: Dataflow and wide-pipeline LDPC decoding engines in the Gbit/s era. ASAP João Andrade, Frederico Pratas, Gabriel Falcão, Vítor Manuel Mendes da Silva, Leonel Sousa
2014	Misc	`conf`	On the performance of LDPC and turbo decoder architectures with unreliable memories. ACSSC João Andrade, Aida Vosoughi, Guohui Wang, Georgios Karakonstantis, Andreas Burg, Gabriel Falcão, Vítor Manuel Mendes da Silva, Joseph R. Cavallaro
2014	Misc	`conf`	Using the GPU for fast symmetry-based dense stereo matching in high resolution images. ICASSP Vasco Mota, Gabriel Falcão, Michel Antunes, João Pedro Barreto, Urbano Nunes
2013	Misc	`conf`	Fast aberrant crypt foci segmentation on the GPU. ICASSP Marco Martins, Gabriel Falcão, Isabel N. Figueiredo
2013	—	`conf`	Open the Gates: Using High-level Synthesis towards programmable LDPC decoders on FPGAs. GlobalSIP Frederico Pratas, João Andrade, Gabriel Falcão, Vítor Manuel Mendes da Silva, Leonel Sousa
2013	Misc	`conf`	Portable parallel kernels for high-speed beamforming in synthetic aperture ultrasound imaging. ICASSP Joao Amaro, Gabriel Falcão, Billy Y. S. Yiu, Alfred C. H. Yu
2013	A*	`conf`	Unsupervised Intrinsic Calibration from a Single Frame Using a "Plumb-Line" Approach. ICCV Rui Melo, Michel Antunes, João Pedro Barreto, Gabriel Falcão, Nuno Gonçalves
2012	Misc	`conf`	Shortening Design Time through Multiplatform Simulations with a Portable OpenCL Golden-model: The LDPC Decoder Case. FCCM Gabriel Falcão, Muhsen Owaida, David Novo, Madhura Purnaprajna, Nikolaos Bellas, Christos D. Antonopoulos, Georgios Karakonstantis, Andreas Burg, Paolo Ienne