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C
Christos-Savvas Bouganis
imperial college london
27
H-index
226
Paper Count
3.0K
Citation Count
0
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Published Papers
24
Publication Date
Publication Date
Impact Factor
Citations
HARMONIA: A Swift and Accurate Approximate Data Structure for Real-Time Heavy Flow Detection in High-Speed Networks
ADVANCED DATA MINING AND APPLICATIONS, ADMA 2025, PT III
IF
0
2026-01-01
0
PRE
AI
Li, Weihe; Chu, Tianyue; Bouganis, Christos-Savvas; Patras, Paul
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Augmenting the Softmax with Additional Confidence Scores for Improved Selective Classification with Out-of-Distribution Data
INTERNATIONAL JOURNAL OF COMPUTER VISION
IF
9.3
2024-04-23
0
OA
AI
Xia, Guoxuan; Bouganis, Christos-Savvas
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Improved Spike-Based Brain-Machine Interface Using Bayesian Adaptive Kernel Smoother and Deep Learning
IEEE ACCESS
IF
3.6
2022-01-01
3
OA
AI
Ahmadi, Nur; Adiono, Trio; Purwarianti, Ayu; Constandinou, Timothy G.; Bouganis, Christos-Savvas
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Inferring entire spiking activity from local field potentials
SCIENTIFIC REPORTS
IF
3.9
2021-09-24
20
OA
AI
Ahmadi, Nur; Constandinou, Timothy G.; Bouganis, Christos-Savvas
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Class-specific early exit design methodology for convolutional neural networks
APPLIED SOFT COMPUTING
IF
6.6
2021-08-01
9
PRE
AI
Bonato, Vanderlei; Bouganis, Christos-Savvas
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Introduction to the Special Section on FPL 2019
ACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS
IF
2.8
2021-07-29
0
PRE
AI
Martorell, Xavier; Alvarez, Carlos; Bouganis, Christos-Savvas; Sourdis, Ioannis
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Robust and accurate decoding of hand kinematics from entire spiking activity using deep learning
JOURNAL OF NEURAL ENGINEERING
IF
3.8
2021-02-26
38
OA
AI
Ahmadi, Nur; Constandinou, Timothy G.; Bouganis, Christos-Savvas
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Impact of referencing scheme on decoding performance of LFP-based brain-machine interface
JOURNAL OF NEURAL ENGINEERING
IF
3.8
2021-02-23
10
OA
AI
Ahmadi, Nur; Constandinou, Timothy G.; Bouganis, Christos-Savvas
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Approximate LSTMs for Time-Constrained Inference: Enabling Fast Reaction in Self-Driving Cars
IEEE CONSUMER ELECTRONICS MAGAZINE
IF
4.1
2020-07-01
8
OA
AI
Kouris, Alexandros; Venieris, Stylianos, I; Rizakis, Michail; Bouganis, Christos-Savvas
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Real-Time Servo Press Force Estimation Based on Dual Particle Filter
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS
IF
7.2
2020-05-01
9
PRE
AI
Olaizola, Jon; Bouganis, Christos-Savvas; de Argandona, Eneko Saenz; Iturrospe, Aitzol; Abete, Jose Manuel
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fpgaConvNet: Mapping Regular and Irregular Convolutional Neural Networks on FPGAs
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF
8.9
2019-02-01
107
PRE
AI
Venieris, Stylianos, I; Bouganis, Christos-Savvas
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Understanding of Human Behavior with a Robotic Agent Through Daily Activity Analysis
INTERNATIONAL JOURNAL OF SOCIAL ROBOTICS
IF
3.7
2019-01-18
30
PRE
AI
Kostavelis, Ioannis; Vasileiadis, Manolis; Skartados, Evangelos; Kargakos, Andreas; Giakoumis, Dimitrios; Bouganis, Christos-Savvas; Tzovaras, Dimitrios
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Toolflows for Mapping Convolutional Neural Networks on FPGAs: A Survey and Future Directions
ACM COMPUTING SURVEYS
IF
28
2018-06-12
130
OA
AI
Venieris, Stylianos I.; Kouris, Alexandros; Bouganis, Christos-Savvas
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An Unbiased MCMC FPGA-Based Accelerator in the Land of Custom Precision Arithmetic
IEEE TRANSACTIONS ON COMPUTERS
IF
3.8
2017-05-01
15
PRE
AI
Liu, Shuanglong; Mingas, Grigorios; Bouganis, Christos-Savvas
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Particle MCMC algorithms and architectures for accelerating inference in state-space models
INTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF
3
2017-04-01
20
OA
AI
Mingas, Grigorios; Bottolo, Leonardo; Bouganis, Christos-Savvas
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Population-Based MCMC on Multi-Core CPUs, GPUs and FPGAs
IEEE TRANSACTIONS ON COMPUTERS
IF
3.8
2016-04-01
15
OA
AI
Mingas, Grigorios; Bouganis, Christos-Savvas
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Embedded Hardware-Efficient Real-Time Classification With Cascade Support Vector Machines
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF
8.9
2016-01-01
57
PRE
AI
Kyrkou, Christos; Bouganis, Christos-Savvas; Theocharides, Theocharis; Polycarpou, Marios M.
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ARC 2014 Over-Clocking KLT Designs on FPGAs under Process, Voltage, and Temperature Variation
ACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS
IF
2.8
2015-11-04
1
OA
AI
Duarte, Rui Policarpo; Bouganis, Christos-Savvas
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ARC 2014: A Multidimensional FPGA-Based Parallel DBSCAN Architecture
ACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS
IF
2.8
2015-11-04
4
PRE
AI
Scicluna, Neil; Bouganis, Christos-Savvas
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High-level power and performance estimation of FPGA-based soft processors and its application to design space exploration
JOURNAL OF SYSTEMS ARCHITECTURE
IF
4.1
2013-11-01
11
PRE
AI
Powell, Adam; Savvas-Bouganis, Christos; Cheung, Peter Y. K.
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Research Directions
No research directions
Co-authors
Cooperation Journals
M
Marios M. Polycarpou
H-index: 69 · Papers: 680
D
Dimitrios Tzovaras
H-index: 54 · Papers: 1.3K
P
Peter Y. K. Cheung
H-index: 39 · Papers: 380
G
George A. Constantinides
H-index: 38 · Papers: 544
X
Xavier Martorell
H-index: 35 · Papers: 277
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