Siebren Schaafsma

Publication Activity (10 Years)

Years Active: 2017-2020
Publications (10 Years): 13

Top Topics

Image Classification

Spiking Neural Networks

Joint Distribution

Top Venues

J. Low Power Electron.

Publications

Adarsha Balaji, Francky Catthoor, Anup Das, Yuefeng Wu, Khanh Huynh, Francesco Dell'Anna, Giacomo Indiveri, Jeffrey L. Krichmar, Nikil D. Dutt, Siebren Schaafsma
Mapping Spiking Neural Networks to Neuromorphic Hardware. IEEE Trans. Very Large Scale Integr. Syst. 28 (1) (2020)
Adarsha Balaji, Anup Das, Yuefeng Wu, Khanh Huynh, Francesco Dell'Anna, Giacomo Indiveri, Jeffrey L. Krichmar, Nikil D. Dutt, Siebren Schaafsma, Francky Catthoor
Mapping Spiking Neural Networks to Neuromorphic Hardware. CoRR (2019)
Adarsha Balaji, Yuefeng Wu, Anup Das, Francky Catthoor, Siebren Schaafsma
Exploration of Segmented Bus As Scalable Global Interconnect for Neuromorphic Computing. ACM Great Lakes Symposium on VLSI (2019)
Anup Das, Yuefeng Wu, Khanh Huynh, Francesco Dell'Anna, Francky Catthoor, Siebren Schaafsma
Mapping of Local and Global Synapses on Spiking Neuromorphic Hardware. CoRR (2019)
Bojian Yin, Siebren Schaafsma, Henk Corporaal, H. Steven Scholte, Sander M. Bohté
LocalNorm: Robust Image Classification through Dynamically Regularized Normalization. CoRR (2019)
Said Hamdioui, Hoang Anh Du Nguyen, Mottaqiallah Taouil, Abu Sebastian, Manuel Le Gallo, Sandeep Pande, Siebren Schaafsma, Francky Catthoor, Shidhartha Das, Fernando García-Redondo, Geethan Karunaratne, Abbas Rahimi, Luca Benini
Applications of Computation-In-Memory Architectures based on Memristive Devices. DATE (2019)
Federico Corradi, Sandeep Pande, Jan Stuijt, Ning Qiao, Siebren Schaafsma, Giacomo Indiveri, Francky Catthoor
ECG-based Heartbeat Classification in Neuromorphic Hardware. IJCNN (2019)
Anup Das, Francky Catthoor, Siebren Schaafsma
Heartbeat Classification in Wearables Using Multi-layer Perceptron and Time-Frequency Joint Distribution of ECG. CoRR (2019)
Anup Das, Paruthi Pradhapan, Willemijn Groenendaal, Prathyusha Adiraju, Raj Thilak Rajan, Francky Catthoor, Siebren Schaafsma, Jeffrey L. Krichmar, Nikil D. Dutt, Chris Van Hoof
Unsupervised heart-rate estimation in wearables with Liquid states and a probabilistic readout. Neural Networks 99 (2018)
Anup K. Das, Francky Catthoor, Siebren Schaafsma
Heartbeat Classification in Wearables Using Multi-layer Perceptron and Time-Frequency Joint Distribution of ECG. CHASE (2018)
Anup Das, Yuefeng Wu, Khanh Huynh, Francesco Dell'Anna, Francky Catthoor, Siebren Schaafsma
Mapping of local and global synapses on spiking neuromorphic hardware. DATE (2018)
Adarsha Balaji, Federico Corradi, Anup Das, Sandeep Pande, Siebren Schaafsma, Francky Catthoor
Power-Accuracy Trade-Offs for Heartbeat Classification on Neural Networks Hardware. J. Low Power Electron. 14 (4) (2018)
Anup Das, Paruthi Pradhapan, Willemijn Groenendaal, Prathyusha Adiraju, Raj Thilak Rajan, Francky Catthoor, Siebren Schaafsma, Jeffrey L. Krichmar, Nikil D. Dutt, Chris Van Hoof
Unsupervised Heart-rate Estimation in Wearables With Liquid States and A Probabilistic Readout. CoRR (2017)