Dimitrios Stathis

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 26

Top Topics

Online Learning

Biologically Plausible

Top Venues

Publications

Deyu Wang, Yuning Wang, Yu Yang, Dimitrios Stathis, Ahmed Hemani, Anders Lansner, Jiawei Xu, Li-Rong Zheng, Zhuo Zou
FPGA-Based HPC for Associative Memory System. ASPDAC (2024)
Jiawei Xu, Yi Zheng, Feng Li, Dimitrios Stathis, Ruisi Shen, Haoming Chu, Anders Lansner, Lirong Zheng, Zhuo Zou, Ahmed Hemani
Modeling Cycle-to-Cycle Variation in Memristors for In-Situ Unsupervised Trace-STDP Learning. IEEE Trans. Circuits Syst. II Express Briefs 71 (2) (2024)
Seyed Ahmad Mirsalari, Saba Yousefzadeh, Giuseppe Tagliavini, Dimitrios Stathis, Ahmed Hemani
Optimizing Self-Organizing Maps for Bacterial Genome Identification on Parallel Ultra-Low-Power Platforms. ICECS (2023)
Deyu Wang, Jiawei Xu, Feng Li, Lianhao Zhang, Chengwei Cao, Dimitrios Stathis, Anders Lansner, Ahmed Hemani, Lirong Zheng, Zhuo Zou
A Memristor-Based Learning Engine for Synaptic Trace-Based Online Learning. IEEE Trans. Biomed. Circuits Syst. 17 (5) (2023)
Reeshita Kallapu, Dimitrios Stathis, Srinivas Boppu, Ahmed Hemani
DRRA-based Reconfigurable Architecture for Mixed-Radix FFT. VLSID (2023)
Dimitrios Stathis, Panagiotis Chaourani, Syed M. A. H. Jafri, Ahmed Hemani
Clock tree generation by abutment in synchoros VLSI design. Microprocess. Microsystems 102 (2023)
Jiawei Xu, Yi Zheng, Chenxu Sheng, Yichen Cai, Dimitrios Stathis, Ruisi Shen, Lirong Zheng, Zhuo Zou, Laigui Hu, Ahmed Hemani
Optoelectronic Memristor Model for Optical Synaptic Circuit of Spiking Neural Networks. NEWCAS (2023)
Nesma M. Rezk, Tomas Nordström, Dimitrios Stathis, Zain Ul-Abdin, Eren Erdal Aksoy, Ahmed Hemani
MOHAQ: Multi-Objective Hardware-Aware Quantization of recurrent neural networks. J. Syst. Archit. 133 (2022)
Yu Yang, Dimitrios Stathis, Ahmed Hemani
Reducing the Configuration Overhead of the Distributed Two-level Control System. DATE (2022)
Jordi Altayó González, Dimitrios Stathis, Ahmed Hemani
Synthesis of Predictable Global NoC by Abutment in Synchoros VLSI Design. CoRR (2021)
Jordi Altayó González, Dimitrios Stathis, Ahmed Hemani
Synthesis of predictable global NoC by abutment in synchoros VLSI design. NOCS (2021)
Ayazulla Khan Patan, Dimitrios Stathis, Pudi Dhilleswararao, Yu Yang, Srinivas Boppu, Ahmed Hemani
Design and Implementation of Optimized Register File for Streaming Applications. VDAT (2021)
Dimitrios Stathis, Panagiotis Chaourani, Syed M. A. H. Jafri, Ahmed Hemani
Clock Tree Generation by Abutment in Synchoros VLSI Design. NorCAS (2021)
Dimitrios Stathis, Yu Yang, Ahmed Hemani, Anders Lansner
Approximate computation of post-synaptic spikes reduces bandwidth to synaptic storage in a model of cortex. DATE (2021)
Nesma M. Rezk, Tomas Nordström, Dimitrios Stathis, Zain Ul-Abdin, Eren Erdal Aksoy, Ahmed Hemani
Multi-objective Recurrent Neural Networks Optimization for the Edge - a Quantization-based Approach. CoRR (2021)
Jiawei Xu, Deyu Wang, Feng Li, Lianhao Zhang, Dimitrios Stathis, Yu Yang, Yi Jin, Anders Lansner, Ahmed Hemani, Zhuo Zou, Li-Rong Zheng
A Memristor Model with Concise Window Function for Spiking Brain-Inspired Computation. AICAS (2021)
Dimitrios Stathis, Chirag Sudarshan, Yu Yang, Matthias Jung, Christian Weis, Ahmed Hemani, Anders Lansner, Norbert Wehn
eBrainII: a 3 kW Realtime Custom 3D DRAM Integrated ASIC Implementation of a Biologically Plausible Model of a Human Scale Cortex. J. Signal Process. Syst. 92 (11) (2020)
Guido Baccelli, Dimitrios Stathis, Ahmed Hemani, Maurizio Martina
NACU: A Non-Linear Arithmetic Unit for Neural Networks. DAC (2020)
Dimitrios Stathis, Panagiotis Chaourani, Syed M. A. H. Jafri, Ahmed Hemani
Regional Clock Tree Generation by Abutment in Synchoros VLSI Design. CoRR (2019)
Dimitrios Stathis, Chirag Sudarshan, Yu Yang, Matthias Jung, Syed Mohammad Asad Hassan Jafri, Christian Weis, Ahmed Hemani, Anders Lansner, Norbert Wehn
eBrainII: A 3 kW Realtime Custom 3D DRAM integrated ASIC implementation of a Biologically Plausible Model of a Human Scale Cortex. CoRR (2019)
Dimitrios Stathis, Yu Yang, Saurabh Tewari, Ahmed Hemani, Kolin Paul, Manfred Grabherr, Rafi Ahmad
Approximate Computing Applied to Bacterial Genome Identification using Self-Organizing Maps. ISVLSI (2019)
Ioannis Vourkas, Dimitrios Stathis, Georgios Ch. Sirakoulis
Massively Parallel Analog Computing: Ariadne's Thread Was Made of Memristors. IEEE Trans. Emerg. Top. Comput. 6 (1) (2018)
Yu Yang, Dimitrios Stathis, Prashant Sharma, Kolin Paul, Ahmed Hemani, Manfred Grabherr, Rafi Ahmad
RiBoSOM: rapid bacterial genome identification using self-organizing map implemented on the synchoros SiLago platform. SAMOS (2018)
Y. Yang, Syed M. A. H. Jafri, Ahmed Hemani, Dimitrios Stathis
MTP-Caffe: Memory, Timing, and Power aware tool for mapping CNNs to GPUs. PARMA-DITAM@HiPEAC (2017)
Syed M. A. H. Jafri, Ahmed Hemani, Dimitrios Stathis
Can a reconfigurable architecture beat ASIC as a CNN accelerator? SAMOS (2017)
Ioannis Vourkas, Dimitrios Stathis, Georgios Ch. Sirakoulis, Said Hamdioui
Alternative Architectures Toward Reliable Memristive Crossbar Memories. IEEE Trans. Very Large Scale Integr. Syst. 24 (1) (2016)
Ioannis Vourkas, Dimitrios Stathis, Georgios Ch. Sirakoulis
Live demonstration: XbarSim: An educational simulation tool for memristive crossbar-based circuits. ISCAS (2015)
Ioannis Vourkas, Dimitrios Stathis, Georgios Ch. Sirakoulis
XbarSim: An educational simulation tool for memristive crossbar-based circuits. ISCAS (2015)
Dimitrios Stathis, Ioannis Vourkas, Georgios Ch. Sirakoulis
Solving AI problems with memristors: A case study for optimal "bin packing". Panhellenic Conference on Informatics (2014)
Dimitrios Stathis, Ioannis Vourkas, Georgios Ch. Sirakoulis
Shortest Path Computing Using Memristor-Based Circuits and Cellular Automata. ACRI (2014)
Ioannis Vourkas, Dimitrios Stathis, Georgios Ch. Sirakoulis
Improved read voltage margins with alternative topologies for memristor-based crossbar memories. VLSI-SoC (2013)