Sadique Sheik

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 20

Top Topics

Instruction Set

Spiking Neural Networks

Biologically Inspired

Top Venues

Frontiers Neuroinformatics

Publications

Gregor Lenz, Garrick Orchard, Sadique Sheik
Ultra-low-power Image Classification on Neuromorphic Hardware. CoRR (2023)
Jens E. Pedersen, Steven Abreu, Matthias Jobst, Gregor Lenz, Vittorio Fra, Felix Christian Bauer, Dylan R. Muir, Peng Zhou, Bernhard Vogginger, Kade Heckel, Gianvito Urgese, Sadasivan Shankar, Terrence C. Stewart, Jason K. Eshraghian, Sadique Sheik
Neuromorphic Intermediate Representation: A Unified Instruction Set for Interoperable Brain-Inspired Computing. CoRR (2023)
Ole Richter, Yannan Xing, Michele De Marchi, Carsten Nielsen, Merkourios Katsimpris, Roberto Cattaneo, Yudi Ren, Qian Liu, Sadique Sheik, Tugba Demirci, Ning Qiao
Speck: A Smart event-based Vision Sensor with a low latency 327K Neuron Convolutional Neuronal Network Processing Pipeline. CoRR (2023)
Pietro Bonazzi, Sizhen Bian, Giovanni Lippolis, Yawei Li, Sadique Sheik, Michele Magno
A Low-Power Neuromorphic Approach for Efficient Eye-Tracking. CoRR (2023)
Felix Christian Bauer, Gregor Lenz, Saeid Haghighatshoar, Sadique Sheik
EXODUS: Stable and Efficient Training of Spiking Neural Networks. CoRR (2022)
Philipp Weidel, Sadique Sheik
WaveSense: Efficient Temporal Convolutions with Spiking Neural Networks for Keyword Spotting. CoRR (2021)
Julian Büchel, Gregor Lenz, Yalun Hu, Sadique Sheik, Martino Sorbaro
Adversarial Attacks on Spiking Convolutional Networks for Event-based Vision. CoRR (2021)
Qian Liu, Ole Richter, Carsten Nielsen, Sadique Sheik, Giacomo Indiveri, Ning Qiao
Live Demonstration: Face Recognition on an Ultra-Low Power Event-Driven Convolutional Neural Network ASIC. CVPR Workshops (2019)
Martino Sorbaro, Qian Liu, Massimo Bortone, Sadique Sheik
Optimizing the energy consumption of spiking neural networks for neuromorphic applications. CoRR (2019)
Bruno U. Pedroni, Sadique Sheik, Hesham Mostafa, Somnath Paul, Charles Augustine, Gert Cauwenberghs
Small-footprint Spiking Neural Networks for Power-efficient Keyword Spotting. BioCAS (2018)
Surabhi Kalyan, Siddharth Joshi, Sadique Sheik, Bruno U. Pedroni, Gert Cauwcnbcrghs
Unsupervised Synaptic Pruning Strategies for Restricted Boltzmann Machines. BioCAS (2018)
Bruno U. Pedroni, Sadique Sheik, Gert Cauwenberghs
Pipelined parallel contrastive divergence for continuous generative model learning. ISCAS (2017)
Hesham Mostafa Elsayed, Bruno U. Pedroni, Sadique Sheik, Gert Cauwenberghs
Hardware-efficient on-line learning through pipelined truncated-error backpropagation in binary-state networks. CoRR (2017)
Sadique Sheik, Somnath Paul, Charles Augustine, Gert Cauwenberghs
Membrane-Dependent Neuromorphic Learning Rule for Unsupervised Spike Pattern Detection. CoRR (2017)
Georgios Detorakis, Sadique Sheik, Charles Augustine, Somnath Paul, Bruno U. Pedroni, Nikil D. Dutt, Jeffrey L. Krichmar, Gert Cauwenberghs, Emre Neftci
Neural and Synaptic Array Transceiver: A Brain-Inspired Computing Framework for Embedded Learning. CoRR (2017)
Hesham Mostafa Elsayed, Bruno U. Pedroni, Sadique Sheik, Gert Cauwenberghs
Fast classification using sparsely active spiking networks. ISCAS (2017)
Bruno U. Pedroni, Sadique Sheik, Siddharth Joshi, Georgios Detorakis, Somnath Paul, Charles Augustine, Emre Neftci, Gert Cauwenberghs
Forward Table-Based Presynaptic Event-Triggered Spike-Timing-Dependent Plasticity. CoRR (2016)
Sadique Sheik, Somnath Paul, Charles Augustine, Gert Cauwenberghs
Membrane-dependent neuromorphic learning rule for unsupervised spike pattern detection. BioCAS (2016)
Bruno U. Pedroni, Sadique Sheik, Siddharth Joshi, Georgios Detorakis, Somnath Paul, Charles Augustine, Emre Neftci, Gert Cauwenberghs
Forward table-based presynaptic event-triggered spike-timing-dependent plasticity. BioCAS (2016)
Sadique Sheik, Somnath Paul, Charles Augustine, Chinnikrishna Kothapalli, Muhammad M. Khellah, Gert Cauwenberghs, Emre Neftci
Synaptic sampling in hardware spiking neural networks. ISCAS (2016)
Fabio Stefanini, Emre Neftci, Sadique Sheik, Giacomo Indiveri
PyNCS: a microkernel for high-level definition and configuration of neuromorphic electronic systems. Frontiers Neuroinformatics 8 (2014)
Sadique Sheik, Michael Pfeiffer, Fabio Stefanini, Giacomo Indiveri
Spatio-temporal Spike Pattern Classification in Neuromorphic Systems. Living Machines (2013)
Sadique Sheik, Elisabetta Chicca, Giacomo Indiveri
Exploiting device mismatch in neuromorphic VLSI systems to implement axonal delays. IJCNN (2012)
Robert Mill, Sadique Sheik, Giacomo Indiveri, Susan L. Denham
A Model of Stimulus-Specific Adaptation in Neuromorphic Analog VLSI. IEEE Trans. Biomed. Circuits Syst. 5 (5) (2011)
Sadique Sheik, Fabio Stefanini, Emre Neftci, Elisabetta Chicca, Giacomo Indiveri
Systematic configuration and automatic tuning of neuromorphic systems. ISCAS (2011)