Sadique Sheik

发表

Membrane-dependent neuromorphic learning rule for unsupervised spike pattern detection

Gert Cauwenberghs, Sadique Sheik, Somnath Paul, 2016, 2016 IEEE Biomedical Circuits and Systems Conference (BioCAS).

A model of stimulus-specific adaptation in neuromorphic a VLSI

Giacomo Indiveri, Sadique Sheik, Susan L. Denham, 2010, 2010 Biomedical Circuits and Systems Conference (BioCAS).

Editorial: Synaptic Plasticity for Neuromorphic Systems

Sadique Sheik, Elisabetta Chicca, Chiara Bartolozzi, 2016, Front. Neurosci..

Fast classification using sparsely active spiking networks

Gert Cauwenberghs, Sadique Sheik, Bruno U. Pedroni, 2017, 2017 IEEE International Symposium on Circuits and Systems (ISCAS).

Small-footprint Spiking Neural Networks for Power-efficient Keyword Spotting

Gert Cauwenberghs, Sadique Sheik, Somnath Paul, 2018, 2018 IEEE Biomedical Circuits and Systems Conference (BioCAS).

Optimizing the Energy Consumption of Spiking Neural Networks for Neuromorphic Applications

Qian Liu, Sadique Sheik, Martino Sorbaro, 2020, Frontiers in Neuroscience.

Spike Based Information Processing in Spiking Neural Networks

Sadique Sheik, 2016 .

Synaptic sampling in hardware spiking neural networks

Gert Cauwenberghs, Sadique Sheik, Somnath Paul, 2016, 2016 IEEE International Symposium on Circuits and Systems (ISCAS).

Forward table-based presynaptic event-triggered spike-timing-dependent plasticity

Gert Cauwenberghs, Siddharth Joshi, Sadique Sheik, 2016, 2016 IEEE Biomedical Circuits and Systems Conference (BioCAS).

Pipelined parallel contrastive divergence for continuous generative model learning

Gert Cauwenberghs, Sadique Sheik, Bruno U. Pedroni, 2017, 2017 IEEE International Symposium on Circuits and Systems (ISCAS).

Spatio-temporal Spike Pattern Classification in Neuromorphic Systems

Giacomo Indiveri, Sadique Sheik, Michael Pfeiffer, 2013, Living Machines.

PyNCS: a microkernel for high-level definition and configuration of neuromorphic electronic systems

Giacomo Indiveri, Sadique Sheik, Emre Neftci, 2014, Front. Neuroinform..

Continuous Prediction in Chemoresistive Gas Sensors Using Reservoir Computing

Sadique Sheik, Jordi Fonollosa, Santiago Marco, 2014 .

Memory-Efficient Synaptic Connectivity for Spike-Timing- Dependent Plasticity

Siddharth Joshi, Gert Cauwenberghs, Sadique Sheik, 2019, Front. Neurosci..

A Model of Stimulus-Specific Adaptation in Neuromorphic Analog VLSI

Giacomo Indiveri, Sue L. Denham, Sadique Sheik, 2011, IEEE Transactions on Biomedical Circuits and Systems.

Hardware-Efficient On-line Learning through Pipelined Truncated-Error Backpropagation in Binary-State Networks

Gert Cauwenberghs, Sadique Sheik, Bruno U. Pedroni, 2017, Front. Neurosci..

A robust sound perception model suitable for neuromorphic implementation

Giacomo Indiveri, Thomas Wennekers, Sadique Sheik, 2014, Front. Neurosci..

Reservoir computing compensates slow response of chemosensor arrays exposed to fast varying gas concentrations in continuous monitoring

Sadique Sheik, Jordi Fonollosa, Ramon Huerta, 2015 .

Emergent Auditory Feature Tuning in a Real-Time Neuromorphic VLSI System

Giacomo Indiveri, Thomas Wennekers, Sadique Sheik, 2011, Front. Neurosci..

Neural and Synaptic Array Transceiver: A Brain-Inspired Computing Framework for Embedded Learning

Gert Cauwenberghs, Nikil D. Dutt, Jeffrey L. Krichmar, 2017, Front. Neurosci..

Unsupervised Synaptic Pruning Strategies for Restricted Boltzmann Machines

Siddharth Joshi, Sadique Sheik, Bruno U. Pedroni, 2018, 2018 IEEE Biomedical Circuits and Systems Conference (BioCAS).

Systematic configuration and automatic tuning of neuromorphic systems

Giacomo Indiveri, Sadique Sheik, Emre Neftci, 2011, 2011 IEEE International Symposium of Circuits and Systems (ISCAS).

Exploiting device mismatch in neuromorphic VLSI systems to implement axonal delays

Giacomo Indiveri, Sadique Sheik, Elisabetta Chicca, 2012, The 2012 International Joint Conference on Neural Networks (IJCNN).

WaveSense: Efficient Temporal Convolutions with Spiking Neural Networks for Keyword Spotting pdf

Sadique Sheik, Philipp Weidel, Sadique Sheik, 2021, ArXiv.

Adversarial Attacks on Spiking Convolutional Networks for Event-based Vision pdf

Sadique Sheik, Gregor Lenz, Martino Sorbaro, 2021, ArXiv.