Download presentation
Presentation is loading. Please wait.
Published byEdward Anthony Modified over 9 years ago
1
Wang TINS 2001 Wang et al PNAS 2004 Wang Neuron 2002 400ms
2
Lorente de Nó’s reverberatory circuit Levitt et al 1993 Kritzer and Goldman-Rakic 1995 Pucak et al 1996
3
Summary Working memory storage and decision-making computations: shared microcircuit mechanisms in a local cortical (e.g. prefrontal, parietal, premotor) area. Coherent fast oscillation may be a common signature of the engagement of strongly recurrent network dynamics. Detection of threshold-crossing: a mode of communication between brain areas, for gating information flow or selecting a motor action. Reward-gated Hebbian plasticity in a decision network: a cellular basis of flexible sensori-motor mapping.
4
Probabilistic decision-making in a visual motion two-alternative forced choice task
5
W Newsome
6
Roitman and Shadlen 2002
7
2-population excitatory and inhibitory neurons (integrate- and-fire or conductance-based Hodgkin-Huxley neurons) Biologically realistic synaptic kinetics (AMPA, NMDA and GABA A ) Structured network connectivity Brunel & Wang JCNS2001 Wang Neuron 2002
8
Dynamical stability and NMDA/AMPA ratio at the recurrent synapses CD R Wang J Neurosci 1999 Compte, Brunel, Goldman-Rakic, Wang Cereb Cortex 2000 Brunel and Wang J Neurophysiol 2003
9
2-population excitatory and inhibitory neurons (integrate- and-fire or conductance-based neurons) Biologically realistic synaptic kinetics (AMPA, NMDA and GABA A ) Structured network connectivity Brunel & Wang JCNS2001 Wang Neuron 2002
10
MT output
11
Reaction Time Simulations
12
Model Data
13
Data by J Roitman, J Ditterich and M Shadlen Reaction time decreases with increasing coherence Weber's Law
14
Scale-invariance of the reaction time distributions c’=51.2%c’=0%
15
Integrate-and-Decide (diffusion) Model J Schall (Nature Rev Neurosci 2001) But how is threshold-crossing readout by downstream neurons?
16
Flexible sensori-motor association (with Stefano Fusi)
17
Flexible Sensori-motor Association (Asaad, Rainer and Miller Neuron 1998, Wise and Murray TINS 2000)
18
Locus and biophysical basis of reward-gated synaptic plasticity?
19
Summary Working memory storage and decision-making computations: shared microcircuit mechanisms in a local cortical (e.g. prefrontal, parietal, premotor) area. Coherent fast oscillation may be a common signature of the engagement of strongly recurrent network dynamics. Detection of threshold-crossing: a mode of communication between brain areas, for gating information flow or selecting a motor action. Reward-gated Hebbian plasticity in a decision network: a cellular basis of flexible sensori-motor mapping.
Similar presentations
© 2025 SlidePlayer.com. Inc.
All rights reserved.