Journal :
Lu, C.C.† and Chen, H.* “A Modular Continuous Restricted Boltzmann Machine in VLSI”, submitted to IEEE Trans. on VLSI Systems, 2012. (IF = 1.219, Rank:15/50 ,0/0) Type: computer science, hardware & architecture
Wu, Y.D. †, Cheng, K.C. †, Lu, C.C. †, and Chen, H.* “An Embedded, Analog Nonvolatile Memory with Bidirectional and Linear Programmability,” IEEE Trans. on Circuits and Systems II, In Press, 2012 (IF = 1.410, Rank: 88/245,0/0) Type: engineering electrical & electronic
Yen, S.J., Hsu, W.L., Chen, Y.C.†, Su, H.C., Chang, Y.C., Chen, H., Yeh, S.R. ‡, Yew, T.R. ‡*, “The Enhancement of Neural Growth by Amino-functionalization on Carbon Nanotubes as a Neural Electrode”, Biosensors and Bioelectronics, no.26, p.4124-4132, 2011 .( IF =5.602, Rank :1/27,2/0)Type: electrochemistry
Chen, C.H., Su, H.C., Chuang, S.C., Yen, S.J., Chen, Y.C.†, Lee, Y.T., Chen, H., Yew, T.R. ‡, Chang, Y.C. ‡, Yeh, S.R. ‡, and Yao., D.J. ‡* “Hydrophilic modification of neural microelectrode arrays based on multi-walled carbon nanotubes”, Nanotechnology 21, 485501 (10pp), 2010. . (IF = 3.979, Rank :16/250,2/0)Type: physics, applied
Chiu, T.J. †, King, Y.C. ‡, Gong, J. ‡, Tsai, Y.H., and Chen, H.* “A Drain-shifted Transistor with Enhanced and Adaptable Low-frequency Noise” submitted to the IEEE Electron Device Letters, 2011 (IF = 2.849, Rank : 23/245 , 0/0)Type: engineering, electrical & electronic
Chiu, T.J. †, Gong, J. ‡, King, Y.C. ‡, Lu, C.C. †, and Chen, H.* “An Octagonal, Dual-gate Transistor with Enhanced and Adaptable Low-frequency Noise” submitted to the IEEE Electron Device Letters (IF = 2.849, Rank : 23/245 , 1/1)Type: engineering, electrical & electronic
Lu, C.C†. and Chen, H.* “A Scalable and Programmable Probabilistic Generative Model in VLSI”, under revision, IEEE Trans. on Neural Networks, 2011. (IF = 2.952, Rank : 1/50) (pdf)*****
Chen, Y.C. †, Hsu, H.L., Lee, Y.T., Su, H.C., Chen, C.H., Yen, S.R., Yew, T.R. ‡, Yeh, S.R. ‡, Yao, D.J. ‡, Chang, Y.C. ‡, and Chen, H.* “An Active and Flexible Carbon-Nanotube-Coupled Microelectrode Array for Recording Electrocorticograms”, Journal of Neural Engineering , In Press, 2011 . (IF = 3.837, Rank : 5/72 , 2/0)Type: engineering, biomedical
Huan-Chieh Su, Chia-Min Lin, Shiang-Jie Yen, Yung-Chan Chen†, Chang-Hsiao Chen, Shih-Rung Yeh‡, Weileun Fang‡, Hsin Chen, Da-Jeng Yao‡, Yen-Chung Chang‡ and Tri-Rung Yew‡, “A Cone-shaped 3D Carbon Nanotube Probe for Neural Recording” Biosensors and Bioelectronics, no.26, p.220-227, 2010.
(IF = 5.602 Rank : 1/27, 6/1) Type: electrochemistry(pdf)
Lu, C.C†, Chen, P.L. †, Huang, C.D†. and Chen, H.* “An Embedded, Analogue Nonvolatile Memory with a Feedback-Controlled Programming Circuit On-chip”, Electronics Letters, vol.46 , no.12, p.822-823, 2010. (IF = 1.819 Rank : 73/232 , 0/0)Type: material science, multidisplinary (pdf)
Chen, H.*, Saïghi, S. ‡, and Renaud, S. ‡ “Real-time Simulation of Biologically-realistic Stochastic Neurons in VLSI”, the IEEE Trans. on Neural Networks, in Press, 2010. (IF = 2.952, Rank : 1/50,10/4) (pdf)Type: material science, multidisciplinary
Hsu, H.L., Teng, I.J., Chen, Y.C. †, Hsu, W.L., Lee, Y.T., Yen, S.J., Su, H.C., Yeh, S.R. ‡, Chen, H. and Yew, T.R. ‡* “Flexible UV-Ozone Modified Carbon Nanotube Electrodes for Neuronal Recording,” Advanced Materials, In Press, 2010. (IF = 13.877, Rank : 3/134 , 5/1) Type: chemistry, physical(pdf)
Su, H.C., Chen, C.H., Chen, Y.C. †, Yao, D.J. ‡, Chen, H., Chang, Y.C. ‡, and Yew, T.R. ‡* “Improving the adhesion of carbon nanotubes to a substrate using microwave treatment” Carbon, 48, p.805-812, 2010.(IF = 5.378, Rank : 21/232 , 8/3) Type: material science, multidisciplinary(pdf)
Chang, S.R. † and Chen, H.* “A CMOS-Compatible, Low-Noise ISFET Based on High Efficiency Ion-Modulated Lateral-Bipolar Conduction” Sensors, 9, p.8336-8348, 2009.(IF = 1.520, Rank : 17/58 , 3/0)Type:instruments & instrumentation (pdf)
Yeh, S.R. ‡, Chen, Y.C. †, Su, H.C., Yew, T.R. ‡, Kao, H.H., Chen, H., Chang, Y.C. ‡, Chang, P. ‡, Chen, H.* “Interfacing Neurons both Extracellularly and Intracellularly Using Carbon-nanotube Probes with Long-term Endurance”, the Langmuir, no.25(13), p.7718-7724, 2009.(IF = 4.186, Rank : 30/232 , 10/4)
Type: material science, multidisciplinary(pdf)
Chang, C.H. †, Chang, S.R. †, Lin, J.S. †, Lee, Y.T., Yeh, S.R. ‡, Chen, H.* “A CMOS neuron-silicon interface based on two-dimensional transistor arrays with monolithically-integrated circuitry”, Biosensors and Bioelectronics, no.24, p.1757-1764, 2009.(IF = 5.602, Rank : 1/27 , 3/1) Type: electrochemistry(pdf)
Chang, S.R. †, Chang, C.H. †, Lin, J.S. †, Lu, M.S.C. ‡, Lee, Y.T., Yeh, S.R. ‡, Chen, H.* “Die-level post-CMOS processes for fabricating open-gate, field-effect biosensor arrays with on-chip circuitry” Journal of MicroMech. and MicroEng.(18), no.11,115032(10pp), 2008. (IF = 2.105, Rank : 14/132,6/1) Type: mechanics(pdf)
Ho, M.H., Chen, H., Tseng, F., Yeh, S.R. ‡, and Lu, M.S.C. ‡* “CMOS Micromachined Probes by Die-Level Fabrication for Extracellular Neural Recording” Journal of MicroMech. and MicroEng.(17), no.2, p.283-290, 2007.(IF = 2.105, Rank : 14/132,2/0) Type: mechanics(pdf)
Chen, H.*, Fleury, P.C.D‡, and Murray, A.F. ‡, "Continuous-Valued Probabilistic Behaviour in a VLSI Generative Model",IEEE Transactions on Neural Networks,vol.17,no.3,p.755-770,2006.(IF = 2.952,Rank: 1/50,3/2)Type : computer science, hardware and architecture (pdf)
Tang, T.B., Chen, H., Murray, A.F. ‡*, "Adaptive, Integrated Sensor Processing to Compensate for Drift and Uncertainty: A Stochastic "Neural" Approach", IEE Proceedings of Nanobiotechnology, vol.151, no.1, p.28-34, 2004.(IF = 6.810, Rank : 2/245)
Tang, T.B., Chen, H. and Murray, A.F. ‡*, "Adaptive Stochastic Classifier for Noisy pH-ISFET Measurements", Lecture Notes in Computer Science 2714, p.638-645, 2003.(0/0)
Chen, H. and Murray, A.F. ‡*, "A Continuous Restricted Boltzmann Machine with an Implementable Training Algorithm", IEEE Proceedings of Vision, Image and Signal Processing, vol.150, no.3, p.153-158, 2003. (IF = 6.810, Rank : 2/245,27/10)
Chen, H. and Murray, A.F. ‡*, "A Continuous Restricted Boltzmann Machine with a Hardware-Amenable Learning Algorithm", Lecture Notes in Computer Science 2415, p.358-363, 2002.(0/0)
Book chapter :
Chen, H., Fleury, P., and Murray, A.F., "Unsupervised Probabilistic Neural Computation in Mixed-mode VLSI", in Smart Adaptive Systems on Silicon.( M. Valle ed.). Springer. ISBN: 1402027435. Oct, 2004.
Conference:
Chang, C.F., Chen, Y.C., and Chen, H.* “A Neuromorphic Microsystem on Glass for Monitoring Fly Behaviours Automatically” IEEE Asia Pacific Conf. on Circuits and Systems, 2010
Wu, Y.D., Lin, S.C., and Chen, H.* “A Log-Domain Implementation of the Diffusion Network in Very Large Scale Integration”, Neural Information Processing Systems, 2010
Chien, C.H. †, Lu, C.C. †, and Chen, H.* “Mapping the Diffusion Network into a Stochastic System in Very Large Scale Integration,” IEEE Inter. Joint Conf. on Neural Networks, 2010 (EI) (pdf)
Hsieh, H.Y.*, Tang, K.T. ‡, Tsai, Z.H. and Chen, H. “A Low-Power, High-Resolution WTA Utilizing Translinear-Loop Pre-Amplifier,” IEEE Inter. Joint Conf. on Neural Networks, 2010 (EI)
Chen, H.*, Chang, S.R. †, and Lai, Y.B. † “CMOS-compatible Neuro-electronic Interfaces and Beyond” IEEE Nano/Molecular Medicine and Engineering, 2009.(EI)
Vigneron, V. ‡*, Chen, H., and Chen, Y.Y. ‡ “Dictionary-based classification models. Applications for multichannel neural activity analysis” The 11th Inter. Conf. on Engineering Applications of Neural Networks, 2009
Ming-Yu Lin*, Sheng-Ren Chang†, Jiann-Shiun Kao‡, Hsin Chen, Yuh-Shyong Yang‡ “Construction and Detection of Long, Periodic, ssDNA nanostructures by CMOS Transistor Arrays” IEEE Sensors Conference, 2009 (EI)
Lu, C.C. † and Chen, H.*, “Current-mode Computation with Noise in a Scalable and Programmable Probabilistic Neural VLSI System”, the Inter. Conf. on Artificial Neural Networks, 2009. (EI)
Lu, C.C. † and Chen, H.*, “ Minimising Contrastive Divergence with Dynamic Current Mirrors”, the Inter. Conf. on Artificial Neural Networks, 2009. (EI)
Chen, Y.C. †, Lee, Y.T. , Yeh, S.R. ‡ and Chen, H.*, “A Bidirectional, Flexible Neuro-electronic Interface Employing Localised Stimulation to Reduce Artifacts”, The 4th Inter. Conf. on Neural Eng.,2009 (EI)
Hsu, Y.S. †, Chiu, T.J. †, Chen, H.*, “Real-time Recognition of Continuous-time Biomedical Signals Using the Diffusion Network”, IEEE Inter. Joint Conf. on Neural Networks,2008, p2628-2633 (EI) (pdf)
Lu, C.C. †, Li, C.C. † and Chen, H.* “How Robust is a Probabilistic Neural VLSI System against Environmental Noise”, The 3rd Inter. Workshop on Artificial Neural Networks for Pattern Recognition, 2008, p 44-53 (EI)
Lu, C.C. † and Chen, H.* “A Scalable and Programmable Probabilistic Neural VLSI for Intelligent Sensing in Implantable Biomedical Devices” the 12th Inter. Conf. on Cognitive and Neural Systems, 2008.
Lin, J.S. †, Chang, S.R. †, Chang, C.H. †, Lu, S.C. ‡ and Chen, H.* “CMOS-micromachined, Two-dimenisional Transistor Arrays for Neural Recording and Stimulation”, 29th IEEE Inter. Conf. of Eng. in Medicine and Biology Society, 2007, p 2365-2368 (EI)
Lu, C.C. †, Hong, C.Y. †, and Chen, H.* “A Scalable and Programmable Architecture for the Continuous Restricted Boltzmann Machine in VLSI” IEEE Inter. Symp. on Circuits and Systems, 2007, p1297-1300 (EI)
Chiang, P.C. † and Chen, H.* “Training Probabilistic VLSI models On-chip to Recognise Biomedical Signals under Hardware Nonidealities” 28th IEEE Inter. Conf. of Eng. in Medicine and Biology Society, 2006, p5354-5357 (EI)
Fleury, P., Chen, H., and Murray, A.F. ‡*, "On-Chip Contrastive Divergence Learning in analogue VLSI", Proc. of the Inter. Joint Conference on Neural Networks (IJCNN'2004), p.25-29 July 2004. (EI)
Chen, H., Fleury, P., Tang, T.B., and Murray, A.F. ‡*, "Adaptive Noisy Neural Computation in Mixed-mode VLSI", Proc. of the 7th Inter. Conf. on Cognitive and Neural Systems. p.68, Boston, USA, 2003.
Chen, H., Fleury, P., and Murray, A.F. ‡*, "Minimizing Contrastive Divergence in Noisy, Mixed-mode VLSI Neurons", Advances in Neural Information Processing Systems, vol.17, Vancouver, Canada, 2003.
Patent :
Lin, M.Y., Yang, Y.S., and Chen, H. “Field-effect transistor type biosensor and bio-signal amplification method thereof” Taiwan, R.O.C. and the U.S. patents. (under review)
Huang, C.D., Lu, C.C., Chen, H. “Nonvolitile Analogue Memory”, Taiwan, R.O.C. Patent. (Submitted)
Lin, J.S., Chang, S.R., Chang, C.H., Lu, S.C. and Chen, H. “The Processing Method of Ion-Sensitive Field-Effect Transistors” Taiwan, R.O.C. Patent. (Submitted)
Su, H.C., Chen, H., Chen, H., Chang, Y.C., Yeh, S.R., Fang, W.L., Fu, C.C., and Yew, T.R. “Multifunctional Nano-probe Interface Structure for Neural Prostheses and Manufacturing Methods There of ” Taiwan, R.O.C. Patent, no.95141327. (Nov. 11, 2006)
Other :
Chen, H. and Gong, J. "Design of CMOS Low-voltage Rail-to-rail Operational Amplifiers", Master Thesis, National Tsing-Hwa University, Taiwan, 1998. [pdf]
Chen, H., "Continuous-valued Probabilistic Neural Computation in VLSI", PhD Thesis, Edinburgh University, UK, 2004. [pdf]