μBrain: An Event-Driven and Fully Synthesizable Architecture for Spiking Neural Networks
Stuijt, Jan, Sifalakis, Manolis, Yousefzadeh, Amirreza, Corradi, Federico
Published in Frontiers in neuroscience (19.05.2021)
Published in Frontiers in neuroscience (19.05.2021)
Get full text
Journal Article
SENECA: building a fully digital neuromorphic processor, design trade-offs and challenges
Tang, Guangzhi, Vadivel, Kanishkan, Xu, Yingfu, Bilgic, Refik, Shidqi, Kevin, Detterer, Paul, Traferro, Stefano, Konijnenburg, Mario, Sifalakis, Manolis, van Schaik, Gert-Jan, Yousefzadeh, Amirreza
Published in Frontiers in neuroscience (23.06.2023)
Published in Frontiers in neuroscience (23.06.2023)
Get full text
Journal Article
Optimizing event-based neural networks on digital neuromorphic architecture: a comprehensive design space exploration
Xu, Yingfu, Shidqi, Kevin, van Schaik, Gert-Jan, Bilgic, Refik, Dobrita, Alexandra, Wang, Shenqi, Meijer, Roy, Nembhani, Prithvish, Arjmand, Cina, Martinello, Pietro, Gebregiorgis, Anteneh, Hamdioui, Said, Detterer, Paul, Traferro, Stefano, Konijnenburg, Mario, Vadivel, Kanishkan, Sifalakis, Manolis, Tang, Guangzhi, Yousefzadeh, Amirreza
Published in Frontiers in neuroscience (28.03.2024)
Published in Frontiers in neuroscience (28.03.2024)
Get full text
Journal Article
A tunable multi-timescale Indium-Gallium-Zinc-Oxide thin-film transistor neuron towards hybrid solutions for spiking neuromorphic applications
Velazquez Lopez, Mauricio, Linares-Barranco, Bernabe, Lee, Jua, Erfanijazi, Hamidreza, Patino-Saucedo, Alberto, Sifalakis, Manolis, Catthoor, Francky, Myny, Kris
Published in Communications engineering (23.07.2024)
Published in Communications engineering (23.07.2024)
Get full text
Journal Article
Tera-scale coordinate descent on GPUs
Parnell, Thomas, Dünner, Celestine, Atasu, Kubilay, Sifalakis, Manolis, Pozidis, Haralampos
Published in Future generation computer systems (01.07.2020)
Published in Future generation computer systems (01.07.2020)
Get full text
Journal Article
Radar-Based Hand Gesture Recognition Using Spiking Neural Networks
Tsang, Ing Jyh, Corradi, Federico, Sifalakis, Manolis, Van Leekwijck, Werner, Latré, Steven
Published in Electronics (Basel) (11.06.2021)
Published in Electronics (Basel) (11.06.2021)
Get full text
Journal Article
Empirical study on the efficiency of Spiking Neural Networks with axonal delays, and algorithm-hardware benchmarking
Patino-Saucedo, Alberto, Yousefzadeh, Amirreza, Tang, Guangzhi, Corradi, Federico, Linares-Barranco, Bernabe, Sifalakis, Manolis
Published in 2023 IEEE International Symposium on Circuits and Systems (ISCAS) (21.05.2023)
Published in 2023 IEEE International Symposium on Circuits and Systems (ISCAS) (21.05.2023)
Get full text
Conference Proceeding
On Hardware Programmable Network Dynamics With a Chemistry-Inspired Abstraction
Monti, Massimo, Sifalakis, Manolis, Tschudin, Christian F., Luise, Marco
Published in IEEE/ACM transactions on networking (01.08.2017)
Published in IEEE/ACM transactions on networking (01.08.2017)
Get full text
Journal Article
Aircraft Marshaling Signals Dataset of FMCW Radar and Event-Based Camera for Sensor Fusion
Muller, Leon, Sifalakis, Manolis, Eissa, Sherif, Yousefzadeh, Amirreza, Detterer, Paul, Stuijk, Sander, Corradi, Federico
Published in 2023 IEEE Radar Conference (RadarConf23) (01.05.2023)
Published in 2023 IEEE Radar Conference (RadarConf23) (01.05.2023)
Get full text
Conference Proceeding
Co-optimized training of models with synaptic delays for digital neuromorphic accelerators
Patino-Saucedo, Alberto, Meijer, Roy, Detteter, Paul, Yousefzadeh, Amirreza, Garrido-Regife, Laura, Linares-Barranco, Bernabe, Sifalakis, Manolis
Published in 2024 IEEE International Symposium on Circuits and Systems (ISCAS) (19.05.2024)
Published in 2024 IEEE International Symposium on Circuits and Systems (ISCAS) (19.05.2024)
Get full text
Conference Proceeding
Open the box of digital neuromorphic processor: Towards effective algorithm-hardware co-design
Tang, Guangzhi, Safa, Ali, Shidqi, Kevin, Detterer, Paul, Traferro, Stefano, Konijnenburg, Mario, Sifalakis, Manolis, van Schaik, Gert-Jan, Yousefzadeh, Amirreza
Published in 2023 IEEE International Symposium on Circuits and Systems (ISCAS) (21.05.2023)
Published in 2023 IEEE International Symposium on Circuits and Systems (ISCAS) (21.05.2023)
Get full text
Conference Proceeding
Transport layer design for named data wireless networking
Amadeo, Marica, Molinaro, Antonella, Campolo, Claudia, Sifalakis, Manolis, Tschudin, Christian
Published in 2014 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) (01.04.2014)
Published in 2014 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) (01.04.2014)
Get full text
Conference Proceeding
Delta Activation Layer exploits temporal sparsity for efficient embedded video processing
Yousefzadeh, Amirreza, Sifalakis, Manolis
Published in 2022 International Joint Conference on Neural Networks (IJCNN) (18.07.2022)
Published in 2022 International Joint Conference on Neural Networks (IJCNN) (18.07.2022)
Get full text
Conference Proceeding
Named functions and cached computations
Tschudin, Christian, Sifalakis, Manolis
Published in 2014 IEEE 11th Consumer Communications and Networking Conference (CCNC) (01.01.2014)
Published in 2014 IEEE 11th Consumer Communications and Networking Conference (CCNC) (01.01.2014)
Get full text
Conference Proceeding
Overcoming the Limitations of Layer Synchronization in Spiking Neural Networks
Koopman, Roel, Yousefzadeh, Amirreza, Shahsavari, Mahyar, Tang, Guangzhi, Sifalakis, Manolis
Year of Publication 09.08.2024
Year of Publication 09.08.2024
Get full text
Journal Article
Event detection and correlation for network environments
Sifalakis, M., Fry, M., Hutchison, D.
Published in IEEE journal on selected areas in communications (01.01.2010)
Published in IEEE journal on selected areas in communications (01.01.2010)
Get full text
Journal Article
Event-based Optical Flow on Neuromorphic Processor: ANN vs. SNN Comparison based on Activation Sparsification
Xu, Yingfu, Tang, Guangzhi, Yousefzadeh, Amirreza, de Croon, Guido, Sifalakis, Manolis
Year of Publication 29.07.2024
Year of Publication 29.07.2024
Get full text
Journal Article