Christos-Savvas Bouganis

imperial college london

27H指数

226论文数

3.0K被引数

收录论文 24

发表时间

HARMONIA: A Swift and Accurate Approximate Data Structure for Real-Time Heavy Flow Detection in High-Speed Networks HARMONIA：一种用于高速网络实时重流量检测的快速准确近似数据结构

ADVANCED DATA MINING AND APPLICATIONS, ADMA 2025, PT III

IF0

2026-01-01

PREAI

Li, Weihe; Chu, Tianyue; Bouganis, Christos-Savvas; Patras, Paul

Augmenting the Softmax with Additional Confidence Scores for Improved Selective Classification with Out-of-Distribution Data

INTERNATIONAL JOURNAL OF COMPUTER VISION

IF9.3

2024-04-23

OAAI

Xia, Guoxuan; Bouganis, Christos-Savvas

Improved Spike-Based Brain-Machine Interface Using Bayesian Adaptive Kernel Smoother and Deep Learning

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Ahmadi, Nur; Adiono, Trio; Purwarianti, Ayu; Constandinou, Timothy G.; Bouganis, Christos-Savvas

Inferring entire spiking activity from local field potentials

SCIENTIFIC REPORTS

IF3.9

2021-09-24

OAAI

Ahmadi, Nur; Constandinou, Timothy G.; Bouganis, Christos-Savvas

Class-specific early exit design methodology for convolutional neural networks

APPLIED SOFT COMPUTING

IF6.6

2021-08-01

PREAI

Bonato, Vanderlei; Bouganis, Christos-Savvas

Introduction to the Special Section on FPL 2019

ACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS

IF2.8

2021-07-29

PREAI

Martorell, Xavier; Alvarez, Carlos; Bouganis, Christos-Savvas; Sourdis, Ioannis

Robust and accurate decoding of hand kinematics from entire spiking activity using deep learning 使用深度学习从整个尖峰活动中可靠而准确地解码手部运动学

JOURNAL OF NEURAL ENGINEERING

IF3.8

2021-02-26

OAAI

Ahmadi, Nur; Constandinou, Timothy G.; Bouganis, Christos-Savvas

Impact of referencing scheme on decoding performance of LFP-based brain-machine interface

JOURNAL OF NEURAL ENGINEERING

IF3.8

2021-02-23

OAAI

Ahmadi, Nur; Constandinou, Timothy G.; Bouganis, Christos-Savvas

Approximate LSTMs for Time-Constrained Inference: Enabling Fast Reaction in Self-Driving Cars

IEEE CONSUMER ELECTRONICS MAGAZINE

IF4.1

2020-07-01

OAAI

Kouris, Alexandros; Venieris, Stylianos, I; Rizakis, Michail; Bouganis, Christos-Savvas

Real-Time Servo Press Force Estimation Based on Dual Particle Filter

IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

IF7.2

2020-05-01

PREAI

Olaizola, Jon; Bouganis, Christos-Savvas; de Argandona, Eneko Saenz; Iturrospe, Aitzol; Abete, Jose Manuel

fpgaConvNet: Mapping Regular and Irregular Convolutional Neural Networks on FPGAs fpgaConvNet: 在fpga上映射规则和不规则卷积神经网络

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2019-02-01

107

PREAI

Venieris, Stylianos, I; Bouganis, Christos-Savvas

Understanding of Human Behavior with a Robotic Agent Through Daily Activity Analysis

INTERNATIONAL JOURNAL OF SOCIAL ROBOTICS

IF3.7

2019-01-18

PREAI

Kostavelis, Ioannis; Vasileiadis, Manolis; Skartados, Evangelos; Kargakos, Andreas; Giakoumis, Dimitrios; Bouganis, Christos-Savvas; Tzovaras, Dimitrios

Toolflows for Mapping Convolutional Neural Networks on FPGAs: A Survey and Future Directions

ACM COMPUTING SURVEYS

IF28

2018-06-12

130

OAAI

Venieris, Stylianos I.; Kouris, Alexandros; Bouganis, Christos-Savvas

An Unbiased MCMC FPGA-Based Accelerator in the Land of Custom Precision Arithmetic

IEEE TRANSACTIONS ON COMPUTERS

IF3.8

2017-05-01

PREAI

Liu, Shuanglong; Mingas, Grigorios; Bouganis, Christos-Savvas

Particle MCMC algorithms and architectures for accelerating inference in state-space models

INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

IF3

2017-04-01

OAAI

Mingas, Grigorios; Bottolo, Leonardo; Bouganis, Christos-Savvas

Population-Based MCMC on Multi-Core CPUs, GPUs and FPGAs

IEEE TRANSACTIONS ON COMPUTERS

IF3.8

2016-04-01

OAAI

Mingas, Grigorios; Bouganis, Christos-Savvas

Embedded Hardware-Efficient Real-Time Classification With Cascade Support Vector Machines

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2016-01-01

PREAI

Kyrkou, Christos; Bouganis, Christos-Savvas; Theocharides, Theocharis; Polycarpou, Marios M.

ARC 2014 Over-Clocking KLT Designs on FPGAs under Process, Voltage, and Temperature Variation

ACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS

IF2.8

2015-11-04

OAAI

Duarte, Rui Policarpo; Bouganis, Christos-Savvas

ARC 2014: A Multidimensional FPGA-Based Parallel DBSCAN Architecture ARC 2014: 一种基于FPGA的多维并行DBSCAN架构

ACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS

IF2.8

2015-11-04

PREAI

Scicluna, Neil; Bouganis, Christos-Savvas

High-level power and performance estimation of FPGA-based soft processors and its application to design space exploration 基于FPGA的软处理器的高级功耗和性能估计及其在设计空间探索中的应用

JOURNAL OF SYSTEMS ARCHITECTURE

IF4.1

2013-11-01

PREAI

Powell, Adam; Savvas-Bouganis, Christos; Cheung, Peter Y. K.

研究方向